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CVPR2023最新信息及论文下载（Papers/Codes/Project/PaperReading／Demos/直播分享／论文分享会等）

官网链接：https://cvpr.thecvf.com/Conferences/2023
论文接收公布时间：2023年2月28日

update: （更新附打包下载链接）
2023/2/28 更新13篇
2023/3/02 更新54篇
2023/3/09 更新35篇
2023/3/15 更新29篇
2023/3/16 更新8篇
2023/3/17 更新19篇
2023/3/20 更新37篇
2023/3/22 更新61篇
2023/3/23 更新55篇
2023/3/24 更新70篇
2023/3/25 更新99篇
2023/3/26 更新23篇
2023/3/29 更新101篇
2023/3/31 更新89篇
2023/4/11 更新127篇
2023/4/12 更新48篇
2023/4/13 更新51篇

1.CVPR2023接受论文/代码分方向整理(持续更新)

分类目录：

1. 检测

2D目标检测(2D Object Detection)
视频目标检测(Video Object Detection)
3D目标检测(3D Object Detection)
人物交互检测(HOI Detection)
伪装目标检测(Camouflaged Object Detection)
旋转目标检测(Rotation Object Detection)
显著性目标检测(Saliency Object Detection)
关键点检测(Keypoint Detection)
车道线检测(Lane Detection)
边缘检测(Edge Detection)
消失点检测(Vanishing Point Detection)
异常检测(Anomaly Detection)

2. 分割(Segmentation)

图像分割(Image Segmentation)
全景分割(Panoptic Segmentation)
语义分割(Semantic Segmentation)
实例分割(Instance Segmentation)
超像素(Superpixel)
视频目标分割(Video Object Segmentation)
抠图(Matting)
密集预测(Dense Prediction)

3. 图像处理(Image Processing)

超分辨率(Super Resolution)
图像复原/图像增强/图像重建(Image Restoration/Image Reconstruction)
图像去阴影/去反射(Image Shadow Removal/Image Reflection Removal)
图像去噪/去模糊/去雨去雾(Image Denoising)
图像编辑/图像修复(Image Edit/Image Inpainting)
图像翻译(Image Translation)
图像质量评估(Image Quality Assessment)
风格迁移(Style Transfer)
图像配准(Image Registration)

4. 视频处理(Video Processing)

视频编辑(Video Editing)
视频生成/视频合成(Video Generation/Video Synthesis)
视频超分(Video Super-Resolution)

5. 估计(Estimation)

光流/运动估计(Flow/Motion Estimation)
深度估计(Depth Estimation)
人体解析/人体姿态估计(Human Parsing/Human Pose Estimation)
手势估计(Gesture Estimation)

6. 图像&视频检索/(Image&Video Retrieval/Video Understanding)

行为识别/行为识别/动作识别/检测/分割(Action/Activity Recognition)
行人重识别/检测(Re-Identification/Detection)
图像/视频字幕(Image/Video Caption)

7. 人脸(Face)

人脸识别/检测(Facial Recognition/Detection)
人脸生成/合成/重建/编辑(Face Generation/Face Synthesis/Face Reconstruction/Face Editing)
人脸伪造/反欺骗(Face Forgery/Face Anti-Spoofing)

8. 三维视觉(3D Vision)

点云(Point Cloud)
三维重建(3D Reconstruction)
场景重建/视图合成/新视角合成(Novel View Synthesis)

9. 目标跟踪(Object Tracking)

10. 医学影像(Medical Imaging)

11. 文本检测/识别/理解(Text Detection/Recognition/Understanding)

12. 遥感图像(Remote Sensing Image)

13. GAN/生成式/对抗式(GAN/Generative/Adversarial)

14. 图像生成/图像合成(Image Generation/Image Synthesis)

15. 场景图(Scene Graph

场景图生成(Scene Graph Generation)
场景图预测(Scene Graph Prediction)
场景图理解(Scene Graph Understanding)

16. 视觉定位/位姿估计(Visual Localization/Pose Estimation)

17. 视觉推理/视觉问答(Visual Reasoning/VQA)

18. 视觉预测(Vision-based Prediction)

19. 神经网络结构设计(Neural Network Structure Design)

CNN
Transformer
图神经网络(GNN)
神经网络架构搜索(NAS)
MLP

20. 神经网络可解释性(Neural Network Interpretability)

21. 数据集(Dataset)

22. 数据处理(Data Processing)

数据增广(Data Augmentation)
归一化/正则化(Batch Normalization)
图像聚类(Image Clustering)
图像压缩(Image Compression)

23. 图像特征提取与匹配(Image feature extraction and matching)

24. 视觉表征学习(Visual Representation Learning)

25. 模型训练/泛化(Model Training/Generalization)

噪声标签(Noisy Label)
长尾分布(Long-Tailed Distribution)

26. 模型压缩(Model Compression)

知识蒸馏(Knowledge Distillation)
剪枝(Pruning)
量化(Quantization)

27. 模型评估(Model Evaluation)

28. 图像分类(Image Classification)

29. 图像计数(Image Counting)

30. 机器人(Robotic)

31. 半监督学习/弱监督学习/无监督学习/自监督学习(Self-supervised Learning/Semi-supervised Learning)

32. 多模态学习(Multi-Modal Learning)

视听学习(Audio-visual Learning)
视觉-语言（Vision-language）

33. 主动学习(Active Learning)

34. 小样本学习/零样本学习(Few-shot/Zero-shot Learning)

35. 持续学习(Continual Learning/Life-long Learning)

36. 迁移学习/domain/自适应(Transfer Learning/Domain Adaptation)

37. 度量学习(Metric Learning)

38. 对比学习(Contrastive Learning)

39. 增量学习(Incremental Learning)

40. 强化学习(Reinforcement Learning)

41. 元学习(Meta Learning)

42. 联邦学习(Federated Learning

[43. 自动驾驶(Federated Learning](#automatic driving)

其他

检测

2D目标检测(2D Object Detection)

[14]DetCLIPv2: Scalable Open-Vocabulary Object Detection Pre-training via Word-Region Alignment
paper

[13]Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection
paper

[12]Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision
paper | code

[11]Multi-view Adversarial Discriminator: Mine the Non-causal Factors for Object Detection in Unseen Domains
paper

[10]Continual Detection Transformer for Incremental Object Detection
paper

[9]Object Discovery from Motion-Guided Tokens
paper | code

[8]What Can Human Sketches Do for Object Detection?
paper

[7]NeRF-RPN: A general framework for object detection in NeRFs
paper

[6]Detecting Everything in the Open World: Towards Universal Object Detection
paper

[5]Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection
paper

[4]CapDet: Unifying Dense Captioning and Open-World Detection Pretraining
paper

[3]Enhanced Training of Query-Based Object Detection via Selective Query Recollection
paper | code

[2]DETRs with Hybrid Matching
paper | code

[1]YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors(YOLOv7)
paper | code

视频目标检测(Video Object Detection)

[4]Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video
paper | code

[3]Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for Multi-modal Highlight Detection in Movies
paper | code

[2]3D Video Object Detection with Learnable Object-Centric Global Optimization
paper | code

[1]SCOTCH and SODA: A Transformer Video Shadow Detection Framework
paper

3D目标检测(3D object detection)

[28]Curricular Object Manipulation in LiDAR-based Object Detection
paper | code

[27]Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection
paper | code

[26]Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous Driving
paper

[25]Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection
paper

[24]Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone Images
paper | code

[23]Viewpoint Equivariance for Multi-View 3D Object Detection
paper | code

[22]Neural Part Priors: Learning to Optimize Part-Based Object Completion in RGB-D Scans
paper

[21]itKD: Interchange Transfer-based Knowledge Distillation for 3D Object Detection
paper

[20]Omni3D: A Large Benchmark and Model for 3D Object Detection in the Wild
paper | code

[19]FrustumFormer: Adaptive Instance-aware Resampling for Multi-view 3D Detection
paper | code

[18]NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations
paper

[17]Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving
paper

[16]VoxelNeXt: Fully Sparse VoxelNet for 3D Object Detection and Tracking
paper | code

[15]OcTr: Octree-based Transformer for 3D Object Detection
paper

[14]MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer
paper

[13]CAPE: Camera View Position Embedding for Multi-View 3D Object Detection
paper | code

[12]Weakly Supervised Monocular 3D Object Detection using Multi-View Projection and Direction Consistency
paper

[11]AeDet: Azimuth-invariant Multi-view 3D Object Detection
paper | code

[10]Bi3D: Bi-domain Active Learning for Cross-domain 3D Object Detection
paper

[9]PiMAE: Point Cloud and Image Interactive Masked Autoencoders for 3D Object Detection
paper | code

[8]MSF: Motion-guided Sequential Fusion for Efficient 3D Object Detection from Point Cloud Sequences
paper

[7]Towards Domain Generalization for Multi-view 3D Object Detection in Bird-Eye-View
paper

[6]X3KD: Knowledge Distillation Across Modalities, Tasks and Stages for Multi-Camera 3D Object Detection
paper

[5]Virtual Sparse Convolution for Multimodal 3D Object Detection
paper | code

[4]MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection
paper | code

[3]Uni3D: A Unified Baseline for Multi-dataset 3D Object Detection
paper | code

[2]LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross-Modal Fusion
paper | code

[1]ConQueR: Query Contrast Voxel-DETR for 3D Object Detection(3D 目标检测的Query Contrast Voxel-DETR) paper | code

人物交互检测(HOI Detection)

[4]Relational Context Learning for Human-Object Interaction Detection
paper

[3]Instant-NVR: Instant Neural Volumetric Rendering for Human-object Interactions from Monocular RGBD Stream
paper

[2]Category Query Learning for Human-Object Interaction Classification
paper

[1]Detecting Human-Object Contact in Images
paper

伪装目标检测(Camouflaged Object Detection)

[1]Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers
paper | code

旋转目标检测(Rotation Object Detection)

显著性目标检测(Saliency Object Detection)

[2]Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings
paper

[1]Texture-guided Saliency Distilling for Unsupervised Salient Object Detection
paper | code

关键点检测(Keypoint Detection)

[2]Few-shot Geometry-Aware Keypoint Localization
paper

[1]Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling
paper

车道线检测(Lane Detection)

[1]BEV-LaneDet: a Simple and Effective 3D Lane Detection Baseline
paper

边缘检测(Edge Detection)

[2]The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge Detector
paper | code

[1]Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections
paper | code

消失点检测(Vanishing Point Detection)

异常检测(Anomaly Detection)

[14]Video Event Restoration Based on Keyframes for Video Anomaly Detection
paper

[13]Robust Outlier Rejection for 3D Registration with Variational Bayes
paper | code

[12]OpenMix: Exploring Outlier Samples for Misclassification Detection
paper | code

[11]WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation
paper

[10]SimpleNet: A Simple Network for Image Anomaly Detection and Localization
paper | code

[9]Prompt-Guided Zero-Shot Anomaly Action Recognition using Pretrained Deep Skeleton Features
paper

[8]SQUID: Deep Feature In-Painting for Unsupervised Anomaly Detection
paper

[7]Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection
paper

[6]Hierarchical Semantic Contrast for Scene-aware Video Anomaly Detection
paper

[5]DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection
paper

[4]Diversity-Measurable Anomaly Detection
paper

[3]Block Selection Method for Using Feature Norm in Out-of-distribution Detection
paper

[2]Lossy Compression for Robust Unsupervised Time-Series Anomaly Detection
paper

[1]Multimodal Industrial Anomaly Detection via Hybrid Fusion
paper | code

分割(Segmentation)

图像分割(Image Segmentation)

[7]FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation
paper

[6]Zero-shot Referring Image Segmentation with Global-Local Context Features
paper | code

[5]Parameter Efficient Local Implicit Image Function Network for Face Segmentation
paper

[4]EFEM: Equivariant Neural Field Expectation Maximization for 3D Object Segmentation Without Scene Supervision
paper

[3]Focused and Collaborative Feedback Integration for Interactive Image Segmentation
paper | code

[2]MP-Former: Mask-Piloted Transformer for Image Segmentation
paper | code

[1]Interactive Segmentation as Gaussian Process Classification
paper

全景分割(Panoptic Segmentation)

[3]You Only Segment Once: Towards Real-Time Panoptic Segmentation
paper | code

[2]UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask Calibration
paper

[1]Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models
paper

语义分割(Semantic Segmentation)

[28]Federated Incremental Semantic Segmentation
paper | code

[27]Continual Semantic Segmentation with Automatic Memory Sample Selection
paper

[26]DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation
paper | code

[25]Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation
paper | code

[24]3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds
paper | code

[23]Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation
paper

[22]Instant Domain Augmentation for LiDAR Semantic Segmentation
paper

[21]Leveraging Hidden Positives for Unsupervised Semantic Segmentation
paper | code

[20]LaserMix for Semi-Supervised LiDAR Semantic Segmentation
paper | code

[19]Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
paper | code

[18]Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs
paper | code

[17]Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
paper | code

[16]Reliability in Semantic Segmentation: Are We on the Right Track?
paper | code

[15]Generative Semantic Segmentation
paper | code

[14]Novel Class Discovery for 3D Point Cloud Semantic Segmentation
paper | code

[13]MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous Driving
paper | code

[12]Side Adapter Network for Open-Vocabulary Semantic Segmentation
paper | code

[11]Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes
paper

[10]Token Contrast for Weakly-Supervised Semantic Segmentation
paper | code

[9]Delivering Arbitrary-Modal Semantic Segmentation
paper | code

[8]Out-of-Candidate Rectification for Weakly Supervised Semantic Segmentation
paper

[7]Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP
paper | code

[6]Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos
paper | code

[5]SCPNet: Semantic Scene Completion on Point Cloud
paper

[4]On Calibrating Semantic Segmentation Models: Analyses and An Algorithm
paper

[3]Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision
paper

[2]Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation
paper | code

[1]Foundation Model Drives Weakly Incremental Learning for Semantic Segmentation
paper

实例分割(Instance Segmentation)

[11]Mask-Free Video Instance Segmentation
paper | code

[10]Mask-free OVIS: Open-Vocabulary Instance Segmentation without Manual Mask Annotations
paper

[9]DoNet: Deep De-overlapping Network for Cytology Instance Segmentation
paper

[8]The Devil is in the Points: Weakly Semi-Supervised Instance Segmentation via Point-Guided Mask Representation
paper

[7]A Generalized Framework for Video Instance Segmentation
paper | code

[6]FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation
paper

[5]SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation
paper | code

[4]DynaMask: Dynamic Mask Selection for Instance Segmentation
paper | code

[3]Beyond mAP: Towards better evaluation of instance segmentation
paper

[2]ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution
paper

[1]PolyFormer: Referring Image Segmentation as Sequential Polygon Generation(PolyFormer：将图像分割表述为顺序多边形生成)
paper

超像素(Superpixel)

视频目标分割(Video Object Segmentation)

[5]Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic Segmentation
paper | code

[4]Two-shot Video Object Segmentation
paper

[3]Unified Mask Embedding and Correspondence Learning for Self-Supervised Video Segmentation
paper

[2]MobileVOS: Real-Time Video Object Segmentation Contrastive Learning meets Knowledge Distillation
paper

[1]InstMove: Instance Motion for Object-centric Video Segmentation
paper | code

抠图(Matting)

密集预测(Dense Prediction)

[5]Probabilistic Prompt Learning for Dense Prediction
paper

[4]Ensemble-based Blackbox Attacks on Dense Prediction
paper

[3]Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection
paper | code

[2]One-to-Few Label Assignment for End-to-End Dense Detection
paper | code

[1]DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction
paper

视频处理(Video Processing)

[12]BiFormer: Learning Bilateral Motion Estimation via Bilateral Transformer for 4K Video Frame Interpolation
paper | code

[11]VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking
paper

[10]Implicit View-Time Interpolation of Stereo Videos using Multi-Plane Disparities and Non-Uniform Coordinates
paper

[9]Affordance Grounding from Demonstration Video to Target Image
paper | code

[8]Frame Flexible Network
paper | code

[7]Joint Video Multi-Frame Interpolation and Deblurring under Unknown Exposure Time
paper | code

[6]A Unified Pyramid Recurrent Network for Video Frame Interpolation
paper

[5]Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior
paper | code

[4]Blind Video Deflickering by Neural Filtering with a Flawed Atlas
paper | code

[3]Learning Transferable Spatiotemporal Representations from Natural Script Knowledge
paper | code

[2]UV Volumes for Real-time Rendering of Editable Free-view Human Performance
paper | code

[1]Exploring Discontinuity for Video Frame Interpolation
[paper]([2202.07291] Exploring Discontinuity for Video Frame Interpolation (arxiv.org))

视频编辑(Video Editing)

[4]VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs
paper

[3]Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding
paper

[2]Text-Visual Prompting for Efficient 2D Temporal Video Grounding
paper

[1]Extracting Motion and Appearance via Inter-Frame Attention for Efficient Video Frame Interpolation
paper | code

视频生成/视频合成(Video Generation/Video Synthesis)

[7]Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers
paper | code

[6]Conditional Image-to-Video Generation with Latent Flow Diffusion Models
paper

[5]3D Cinemagraphy from a Single Image
paper

[4]VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation
paper | code

[3]MOSO: Decomposing MOtion, Scene and Object for Video Prediction
paper | code

[2]SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation
paper | code

[1]Video Probabilistic Diffusion Models in Projected Latent Space(投影潜在空间中的视频概率扩散模型)
paper | project

视频超分(Video Super-Resolution)

[2]Structured Sparsity Learning for Efficient Video Super-Resolution
paper

[1]Towards High-Quality and Efficient Video Super-Resolution via Spatial-Temporal Data Overfitting
paper

估计(Estimation)

[1]Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation
paper

光流/运动估计(Optical Flow/Motion Estimation)

[4]AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation
paper

[3]Semi-Weakly Supervised Object Kinematic Motion Prediction
paper

[2]DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling
paper

[1]Rethinking Optical Flow from Geometric Matching Consistent Perspective
paper | code

深度估计(Depth Estimation)

[8]EGA-Depth: Efficient Guided Attention for Self-Supervised Multi-Camera Depth Estimation
paper

[7]DualRefine: Self-Supervised Depth and Pose Estimation Through Iterative Epipolar Sampling and Refinement Toward Equilibrium
paper | code

[6]Single Image Depth Prediction Made Better: A Multivariate Gaussian Take
paper

[5]SCADE: NeRFs from Space Carving with Ambiguity-Aware Depth Estimates
paper

[4]PlaneDepth: Self-supervised Depth Estimation via Orthogonal Planes
paper | code

[3]HRDFuse: Monocular 360°Depth Estimation by Collaboratively Learning Holistic-with-Regional Depth Distributions
paper

[2]Fully Self-Supervised Depth Estimation from Defocus Clue
paper | code

[1] Lite-Mono: A Lightweight CNN and Transformer Architecture for Self-Supervised Monocular Depth Estimation
paper | code

人体解析/人体姿态估计(Human Parsing/Human Pose Estimation)

[18]A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image
paper | code

[17]Monocular 3D Human Pose Estimation for Sports Broadcasts using Partial Sports Field Registration
paper | code

[16]DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback
paper

[15]TTA-COPE: Test-Time Adaptation for Category-Level Object Pose Estimation
paper

[14]PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
paper | code

[13]ScarceNet: Animal Pose Estimation with Scarce Annotations
paper | code

[12]Human Pose Estimation in Extremely Low-Light Conditions
paper

[11]Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation
paper

[10]3D Human Mesh Estimation from Virtual Markers
paper

[9]Object Pose Estimation with Statistical Guarantees: Conformal Keypoint Detection and Geometric Uncertainty Propagation
paper

[8]Rigidity-Aware Detection for 6D Object Pose Estimation
paper

[7]Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video
paper

[6]Markerless Camera-to-Robot Pose Estimation via Self-supervised Sim-to-Real Transfer
paper

[5]TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation
paper

[4]Trajectory-Aware Body Interaction Transformer for Multi-Person Pose Forecasting
paper

[3]PoseExaminer: Automated Testing of Out-of-Distribution Robustness in Human Pose and Shape Estimation
paper

[2]DistilPose: Tokenized Pose Regression with Heatmap Distillation
paper

[1]Relightable Neural Human Assets from Multi-view Gradient Illuminations(来自多视图渐变照明的可照明神经人类资产)
paper

手势估计(Gesture Estimation)

[6]CAMS: CAnonicalized Manipulation Spaces for Category-Level Functional Hand-Object Manipulation Synthesis
paper

[5]Bringing Inputs to Shared Domains for 3D Interacting Hands Recovery in the Wild
paper

[4]Natural Language-Assisted Sign Language Recognition
paper | code

[3]CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment
paper | code

[2]Diverse 3D Hand Gesture Prediction from Body Dynamics by Bilateral Hand Disentanglement
paper

[1]Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition from Egocentric RGB Videos
paper | code

图像处理(Image Processing)

[3]Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR
paper

[2]PRISE: Demystifying Deep Lucas-Kanade with Strongly Star-Convex Constraints for Multimodel Image Alignment
paper

[1]DeltaEdit: Exploring Text-free Training for Text-Driven Image Manipulation
paper | code

超分辨率(Super Resolution)

[11]Better "CMOS" Produces Clearer Images: Learning Space-Variant Blur Estimation for Blind Image Super-Resolution
paper

[10]Implicit Diffusion Models for Continuous Super-Resolution
paper | code

[9]SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer
paper

[8]Learning Generative Structure Prior for Blind Text Image Super-resolution
paper | code

[7]Learning to Zoom and Unzoom
paper

[6]Activating More Pixels in Image Super-Resolution Transformer
paper | code

[5]Super-Resolution Neural Operator
paper | code

[4]Local Implicit Normalizing Flow for Arbitrary-Scale Image Super-Resolution
paper

[3]Perception-Oriented Single Image Super-Resolution using Optimal Objective Estimation
paper | code

[2]N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution
paper | code

[1]Denoising Diffusion Probabilistic Models for Robust Image Super-Resolution in the Wild(野外鲁棒图像超分辨率的去噪扩散概率模型)
paper | project

图像复原/图像增强/图像重建(Image Restoration/Image Reconstruction)

[20]CherryPicker: Semantic Skeletonization and Topological Reconstruction of Cherry Trees
paper

[19]Generative Diffusion Prior for Unified Image Restoration and Enhancement
paper

[18]CARTO: Category and Joint Agnostic Reconstruction of ARTiculated Objects
paper

[17]HyperThumbnail: Real-time 6K Image Rescaling with Rate-distortion Optimization
paper | code

[16]Burstormer: Burst Image Restoration and Enhancement Transformer
paper

[15]Visual-Tactile Sensing for In-Hand Object Reconstruction
paper

[14]3D-Aware Multi-Class Image-to-Image Translation with NeRFs
paper | code

[13]CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not
paper

[12]Instant Volumetric Head Avatars
paper

[11]Contrastive Semi-supervised Learning for Underwater Image Restoration via Reliable Bank
paper | code

[10]ACR: Attention Collaboration-based Regressor for Arbitrary Two-Hand Reconstruction
paper | code

[9]Masked Image Modeling with Local Multi-Scale Reconstruction
paper | code

[8]Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective
paper | code

[7]DR2: Diffusion-based Robust Degradation Remover for Blind Face Restoration
paper

[6]Robust Unsupervised StyleGAN Image Restoration
paper

[5]Raw Image Reconstruction with Learned Compact Metadata
paper

[4]Efficient and Explicit Modelling of Image Hierarchies for Image Restoration
paper | code

[3]Imagic: Text-Based Real Image Editing with Diffusion Models
paper | project

[2]High-resolution image reconstruction with latent diffusion models from human brain activity
paper | project

[1]Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models
paper

图像去阴影/去反射(Image Shadow Removal/Image Reflection Removal)

[2]Nighttime Smartphone Reflective Flare Removal Using Optical Center Symmetry Prior
paper | code

[1]LightPainter: Interactive Portrait Relighting with Freehand Scribble
paper

图像去噪/去模糊/去雨去雾(Image Denoising)

[12]RIDCP: Revitalizing Real Image Dehazing via High-Quality Codebook Priors
paper | code

[11]HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised Ordering
paper

[10]Real-time Controllable Denoising for Image and Video
paper

[9]LG-BPN: Local and Global Blind-Patch Network for Self-Supervised Real-World Denoising
paper | code

[8]Curricular Contrastive Regularization for Physics-aware Single Image Dehazing
paper | code

[7]Spatially Adaptive Self-Supervised Learning for Real-World Image Denoising
paper | code

[6]Masked Image Training for Generalizable Deep Image Denoising
paper | code

[5]Learning A Sparse Transformer Network for Effective Image Deraining
paper | code

[4]Uncertainty-Aware Unsupervised Image Deblurring with Deep Residual Prior
paper

[3]Polarized Color Image Denoising using Pocoformer
paper

[2]Blur Interpolation Transformer for Real-World Motion from Blur
paper | code

[1]Structured Kernel Estimation for Photon-Limited Deconvolution
paper | code

图像编辑/图像修复(Image Edit/Inpainting)

[6]SIEDOB: Semantic Image Editing by Disentangling Object and Background
paper | code

[5]CoralStyleCLIP: Co-optimized Region and Layer Selection for Image Editing
paper

[4]SmartBrush: Text and Shape Guided Object Inpainting with Diffusion Model
paper

[3]Interactive Cartoonization with Controllable Perceptual Factors
paper

[2]Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint
paper | code

[1]LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data
paper | code

图像翻译(Image Translation)

[1]Masked and Adaptive Transformer for Exemplar Based Image Translation
paper | code

图像质量评估(Image Quality Assessment)

[3]Re-IQA: Unsupervised Learning for Image Quality Assessment in the Wild
paper

[2]CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability
paper

[1]Quality-aware Pre-trained Models for Blind Image Quality Assessment
paper

风格迁移(Style Transfer)

[4]CAP-VSTNet: Content Affinity Preserved Versatile Style Transfer
paper

[3]Neural Preset for Color Style Transfer
paper | code

[2]StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields
paper

[1]Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN
paper | code

图像配准(Image Registration)

[1]Indescribable Multi-modal Spatial Evaluator
paper | code

人脸(Face)

人脸识别/检测(Facial Recognition/Detection)

[6]Gradient Attention Balance Network: Mitigating Face Recognition Racial Bias via Gradient Attention
paper

[5]Micron-BERT: BERT-based Facial Micro-Expression Recognition
paper | code

[4]Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition
paper

[3]Sibling-Attack: Rethinking Transferable Adversarial Attacks against Face Recognition
paper

[2]Local Region Perception and Relationship Learning Combined with Feature Fusion for Facial Action Unit Detection
paper

[1]Multi Modal Facial Expression Recognition with Transformer-Based Fusion Networks and Dynamic Sampling
paper

人脸生成/合成/重建/编辑(Face Generation/Face Synthesis/Face Reconstruction/Face Editing)

[13]GANHead: Towards Generative Animatable Neural Head Avatars
paper

[12]Learning Personalized High Quality Volumetric Head Avatars from Monocular RGB Videos
paper

[11]StyleGAN Salon: Multi-View Latent Optimization for Pose-Invariant Hairstyle Transfer
paper

[10]OTAvatar: One-shot Talking Face Avatar with Controllable Tri-plane Rendering
paper

[9]High-fidelity 3D Human Digitization from Single 2K Resolution Images
paper

[8]FaceLit: Neural 3D Relightable Faces
paper

[7]SunStage: Portrait Reconstruction and Relighting using the Sun as a Light Stage
paper

[6]MetaPortrait: Identity-Preserving Talking Head Generation with Fast Personalized Adaptation
paper | code

[5]NeuFace: Realistic 3D Neural Face Rendering from Multi-view Images
paper

[4]Graphics Capsule: Learning Hierarchical 3D Face Representations from 2D Images
paper

[3]Robust Model-based Face Reconstruction through Weakly-Supervised Outlier Segmentation
paper | code

[2]A Hierarchical Representation Network for Accurate and Detailed Face Reconstruction from In-The-Wild Images
paper

[1]MetaPortrait: Identity-Preserving Talking Head Generation with Fast Personalized Adaptation(MetaPortrait：具有快速个性化适应的身份保持谈话头像生成)
paper | code

人脸伪造/反欺骗(Face Forgery/Face Anti-Spoofing)

[4]Hierarchical Fine-Grained Image Forgery Detection and Localization
paper

[3]Rethinking Domain Generalization for Face Anti-spoofing: Separability and Alignment
paper

[2]Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
paper | code

[1]Physical-World Optical Adversarial Attacks on 3D Face Recognition
paper

目标跟踪(Object Tracking)

[11]Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction
paper | code

[10]Trace and Pace: Controllable Pedestrian Animation via Guided Trajectory Diffusion
paper

[9]Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction
paper | code

[8]Visibility Aware Human-Object Interaction Tracking from Single RGB Camera
paper

[7]DropMAE: Masked Autoencoders with Spatial-Attention Dropout for Tracking Tasks
paper | code

[6]MotionTrack: Learning Robust Short-term and Long-term Motions for Multi-Object Tracking
paper

[5]Visual Prompt Multi-Modal Tracking
paper | code

[4]Observation-Centric SORT: Rethinking SORT for Robust Multi-Object Tracking
paper | code

[3]Focus On Details: Online Multi-object Tracking with Diverse Fine-grained Representation
paper

[2]Referring Multi-Object Tracking
paper

[1]Simple Cues Lead to a Strong Multi-Object Tracker
paper

图像&视频检索/视频理解(Image&Video Retrieval/Video Understanding)

[17]Improving Image Recognition by Retrieving from Web-Scale Image-Text Data
paper

[16]System-status-aware Adaptive Network for Online Streaming Video Understanding
paper

[15]Hierarchical Video-Moment Retrieval and Step-Captioning
paper | code

[14]Procedure-Aware Pretraining for Instructional Video Understanding
paper | code

[13]Use Your Head: Improving Long-Tail Video Recognition
paper

[12]Zero-Shot Everything Sketch-Based Image Retrieval, and in Explainable Style
paper | code

[11]Selective Structured State-Spaces for Long-Form Video Understanding
paper

[10]Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval?
paper | code

[9]NaQ: Leveraging Narrations as Queries to Supervise Episodic Memory
paper

[8]Aligning Step-by-Step Instructional Diagrams to Video Demonstrations
paper

[7]Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
paper

[6]Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval
paper | code

[5]Dual-path Adaptation from Image to Video Transformers
paper | code

[4]Data-Free Sketch-Based Image Retrieval
paper

[3]DAA: A Delta Age AdaIN operation for age estimation via binary code transformer
paper

[2]VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval
paper | code

[1]Towards Fast Adaptation of Pretrained Contrastive Models for Multi-channel Video-Language Retrieval
paper

行为识别/动作识别/检测/分割/定位(Action/Activity Recognition)

[16]Enlarging Instance-specific and Class-specific Information for Open-set Action Recognition
paper

[15]STMixer: A One-Stage Sparse Action Detector
paper

[14]TimeBalance: Temporally-Invariant and Temporally-Distinctive Video Representations for Semi-Supervised Action Recognition
paper

[13]Decomposed Cross-modal Distillation for RGB-based Temporal Action Detection
paper

[12]STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition
paper

[11]MoLo: Motion-augmented Long-short Contrastive Learning for Few-shot Action Recognition
paper

[10]On the Benefits of 3D Pose and Tracking for Human Action Recognition
paper

[9]3Mformer: Multi-order Multi-mode Transformer for Skeletal Action Recognition
paper

[8]Box-Level Active Detection
paper

[7]Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition
paper

[6]Open Set Action Recognition via Multi-Label Evidential Learning
paper

[5]Video Test-Time Adaptation for Action Recognition
paper

[4]Post-Processing Temporal Action Detection
paper

[3]TriDet: Temporal Action Detection with Relative Boundary Modeling
paper | code

[2]Learning Discriminative Representations for Skeleton Based Action Recognition
paper

[1]Continuous Sign Language Recognition with Correlation Network
paper | code

行人重识别/检测(Re-Identification/Detection)

[7]Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification
paper | code

[6]PartMix: Regularization Strategy to Learn Part Discovery for Visible-Infrared Person Re-identification
paper

[5]Large-scale Training Data Search for Object Re-identification
paper

[4]Adaptive Sparse Pairwise Loss for Object Re-Identification
paper | code

[3]Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification
paper | code

[2]TranSG: Transformer-Based Skeleton Graph Prototype Contrastive Learning with Structure-Trajectory Prompted Reconstruction for Person Re-Identification
paper | code

[1]MSINet: Twins Contrastive Search of Multi-Scale Interaction for Object ReID
paper | code

图像/视频字幕(Image/Video Caption)

[8]Model-Agnostic Gender Debiased Image Captioning
paper

[7]Cross-Domain Image Captioning with Discriminative Finetuning
paper | code

[6]AutoAD: Movie Description in Context
paper | code

[5]Text with Knowledge Graph Augmented Transformer for Video Captioning
paper

[4]Dual-Stream Transformer for Generic Event Boundary Captioning
paper | code

[3]ConZIC: Controllable Zero-shot Image Captioning by Sampling-Based Polishing
paper | code

[2]Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
paper

[1]Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning
paper | code

医学影像(Medical Imaging)

[15]Deep Prototypical-Parts Ease Morphological Kidney Stone Identification and are Competitively Robust to Photometric Perturbations
paper | code

[14]Coherent Concept-based Explanations in Medical Image and Its Application to Skin Lesion Diagnosis
paper | code

[13]Topology-Guided Multi-Class Cell Context Generation for Digital Pathology
paper

[12]Fair Federated Medical Image Segmentation via Client Contribution Estimation
paper

[11]Directional Connectivity-based Segmentation of Medical Images
paper | code

[10]Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization
paper

[9]Label-Free Liver Tumor Segmentation
paper | code

[8]Image Quality-aware Diagnosis via Meta-knowledge Co-embedding
paper

[7]RepMode: Learning to Re-parameterize Diverse Experts for Subcellular Structure Prediction
paper | code

[6]Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation
paper | code

[5]Task-specific Fine-tuning via Variational Information Bottleneck for Weakly-supervised Pathology Whole Slide Image Classification
paper

[4]Neuron Structure Modeling for Generalizable Remote Physiological Measurement
paper | code

[3]Unsupervised Contour Tracking of Live Cells by Mechanical and Cycle Consistency Losses
paper | code

[2]Deep Feature In-painting for Unsupervised Anomaly Detection in X-ray Images
paper | code

[1]Label-Free Liver Tumor Segmentation
paper | code

文本检测/识别/理解(Text Detection/Recognition/Understanding)

[7]Towards Unified Scene Text Spotting based on Sequence Generation
paper

[6]Images Speak in Images: A Generalist Painter for In-Context Visual Learning
paper | code

[5]Context De-confounded Emotion Recognition
paper

[4]Joint Visual Grounding and Tracking with Natural Language Specification
paper

[3]Unifying Vision, Text, and Layout for Universal Document Processing
paper

[2]Improving Table Structure Recognition with Visual-Alignment Sequential Coordinate Modeling
paper

[1]DeepSolo: Let Transformer Decoder with Explicit Points Solo for Text Spotting
paper | code

遥感图像(Remote Sensing Image)

GAN/生成式/对抗式(GAN/Generative/Adversarial)

[7]Fine-Grained Face Swapping via Regional GAN Inversion
paper

[6]Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models
paper

[5]Graph Transformer GANs for Graph-Constrained House Generation
paper

[4]Improving GAN Training via Feature Space Shrinkage
paper | code

[3]Adversarial Attack with Raindrops
paper

[2]T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations
paper | project

[1]Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
paper | project

图像生成/图像合成(Image Generation/Image Synthesis)

[30]Toward Verifiable and Reproducible Human Evaluation for Text-to-Image Generation
paper

[29]Few-shot Semantic Image Synthesis with Class Affinity Transfer
paper

[28]Variational Distribution Learning for Unsupervised Text-to-Image Generation
paper

[27]HOLODIFFUSION: Training a 3D Diffusion Model using 2D Images
paper

[26]LayoutDiffusion: Controllable Diffusion Model for Layout-to-image Generation
paper | code

[25]Seeing What You Said: Talking Face Generation Guided by a Lip Reading Expert
paper | code

[24]Unsupervised Domain Adaption with Pixel-level Discriminator for Image-aware Layout Generation
paper

[23]Freestyle Layout-to-Image Synthesis
paper | code

[22]All are Worth Words: A ViT Backbone for Diffusion Models
paper | code

[21]Next3D: Generative Neural Texture Rasterization for 3D-Aware Head Avatars
paper | code

[20]Shifted Diffusion for Text-to-image Generation
paper | code

[19]Towards Practical Plug-and-Play Diffusion Models
paper

[18]Efficient Scale-Invariant Generator with Column-Row Entangled Pixel Synthesis
paper

[17]Wavelet Diffusion Models are fast and scalable Image Generators
paper | code

[16]Learning 3D-aware Image Synthesis with Unknown Pose Distribution
paper

[15]Picture that Sketch: Photorealistic Image Generation from Abstract Sketches
paper

[14]3DQD: Generalized Deep 3D Shape Prior via Part-Discretized Diffusion Process
paper | code

[13]A Dynamic Multi-Scale Voxel Flow Network for Video Prediction
paper | code

[12]Regularized Vector Quantization for Tokenized Image Synthesis
paper

[11]SpaText: Spatio-Textual Representation for Controllable Image Generation
paper

[10]Unifying Layout Generation with a Decoupled Diffusion Model
paper

[9]Scaling up GANs for Text-to-Image Synthesis
paper

[8]Inversion-Based Style Transfer with Diffusion Models
paper | code

[7]Perspective Fields for Single Image Camera Calibration
paper

[6]VGFlow: Visibility guided Flow Network for Human Reposing
paper

[5]DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation
paper | code

[4]Progressive Open Space Expansion for Open-Set Model Attribution
paper | code

[3]Person Image Synthesis via Denoising Diffusion Model
paper

[2]Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models(使用预训练的 2D 扩散模型解决 3D 逆问题)
paper

[1]Parallel Diffusion Models of Operator and Image for Blind Inverse Problems(盲反问题算子和图像的并行扩散模型)
paper

三维视觉(3D Vision)

[3]LinK: Linear Kernel for LiDAR-based 3D Perception
paper

[2]Learning a 3D Morphable Face Reflectance Model from Low-cost Data
paper | code

[1]Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction
paper | code

点云(Point Cloud)

[26]MEnsA: Mix-up Ensemble Average for Unsupervised Multi Target Domain Adaptation on 3D Point Clouds
paper | code

[25]Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis
paper

[24]Self-positioning Point-based Transformer for Point Cloud Understanding
paper | code

[23]NerVE: Neural Volumetric Edges for Parametric Curve Extraction from Point Cloud
paper

[22]PartManip: Learning Cross-Category Generalizable Part Manipulation Policy from Point Cloud Observations
paper

[21]Rethinking the Approximation Error in 3D Surface Fitting for Point Cloud Normal Estimation
paper | code

[20]Learning Human-to-Robot Handovers from Point Clouds
paper

[19]Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting
paper | code

[18]Unsupervised Inference of Signed Distance Functions from Single Sparse Point Clouds without Learning Priors
paper

[17]NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation
paper | code

[16]Recognizing Rigid Patterns of Unlabeled Point Clouds by Complete and Continuous Isometry Invariants with no False Negatives and no False Positives
paper

[15]CLIP2: Contrastive Language-Image-Point Pretraining from Real-World Point Cloud Data
paper

[14]Unsupervised Deep Probabilistic Approach for Partial Point Cloud Registration
paper | code

[13]Deep Graph-based Spatial Consistency for Robust Non-rigid Point Cloud Registration
paper | code

[12]Controllable Mesh Generation Through Sparse Latent Point Diffusion Models
paper

[11]Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis
paper | code

[10]Rotation-Invariant Transformer for Point Cloud Matching
paper

[9]GraVoS: Voxel Selection for 3D Point-Cloud Detection
paper

[8]DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets
paper | code

[7]PointCert: Point Cloud Classification with Deterministic Certified Robustness Guarantees
paper

[6]ACL-SPC: Adaptive Closed-Loop system for Self-Supervised Point Cloud Completion
paper | code

[5]DeepMapping2: Self-Supervised Large-Scale LiDAR Map Optimization
paper

[4]Frequency-Modulated Point Cloud Rendering with Easy Editing
paper

[3]Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss
paper

[2]ProxyFormer: Proxy Alignment Assisted Point Cloud Completion with Missing Part Sensitive Transformer
paper | code

[1]Point Cloud Forecasting as a Proxy for 4D Occupancy Forecasting
paper | code

三维重建(3D Reconstruction)

[28]Multi-View Azimuth Stereo via Tangent Space Consistency
paper | code

[27]3D Line Mapping Revisited
paper | code

[26]PAniC-3D: Stylized Single-view 3D Reconstruction from Portraits of Anime Characters
paper | code

[25]HexPlane: A Fast Representation for Dynamic Scenes
paper

[24]Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container
paper

[23]BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects
paper

[22]Structured 3D Features for Reconstructing Controllable Avatars
paper

[21]PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360∘
paper

[20]Transforming Radiance Field with Lipschitz Network for Photorealistic 3D Scene Stylization
paper

[19]TAPS3D: Text-Guided 3D Textured Shape Generation from Pseudo Supervision
paper | code

[18]MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training
paper | code

[17]PartNeRF: Generating Part-Aware Editable 3D Shapes without 3D Supervision
paper

[16]SDFusion: Multimodal 3D Shape Completion, Reconstruction, and Generation
paper | code

[15]Masked Wavelet Representation for Compact Neural Radiance Fields
paper

[14]Decoupling Human and Camera Motion from Videos in the Wild
paper

[13]Structural Multiplane Image: Bridging Neural View Synthesis and 3D Reconstruction
paper

[12]NEF: Neural Edge Fields for 3D Parametric Curve Reconstruction from Multi-view Images
paper

[11]Shape, Pose, and Appearance from a Single Image via Bootstrapped Radiance Field Inversion
paper | code

[10]MobileBrick: Building LEGO for 3D Reconstruction on Mobile Devices
paper | code

[9]Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly
paper

[8]NeuDA: Neural Deformable Anchor for High-Fidelity Implicit Surface Reconstruction
paper

[7]HairStep: Transfer Synthetic to Real Using Strand and Depth Maps for Single-View 3D Hair Modeling
paper

[6]MACARONS: Mapping And Coverage Anticipation with RGB Online Self-Supervision
paper

[4]Disentangling Orthogonal Planes for Indoor Panoramic Room Layout Estimation with Cross-Scale Distortion Awareness
paper | code

[3]Im2Hands: Learning Attentive Implicit Representation of Interacting Two-Hand Shapes
paper | code

[2]ECON: Explicit Clothed humans Obtained from Normals
paper | code

[1]Structured 3D Features for Reconstructing Relightable and Animatable Avatars
paper | project

场景重建/视图合成/新视角合成(Novel View Synthesis)

[51]Lift3D: Synthesize 3D Training Data by Lifting 2D GAN to 3D Generative Radiance Field
paper

[50]POEM: Reconstructing Hand in a Point Embedded Multi-view Stereo
paper | code

[49]Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos
paper

[48]Neural Lens Modeling
paper

[47]One-Shot High-Fidelity Talking-Head Synthesis with Deformable Neural Radiance Field
paper

[46]MonoHuman: Animatable Human Neural Field from Monocular Video
paper

[45]GINA-3D: Learning to Generate Implicit Neural Assets in the Wild
paper

[44]Neural Fields meet Explicit Geometric Representation for Inverse Rendering of Urban Scenes
paper

[43]F2-NeRF: Fast Neural Radiance Field Training with Free Camera Trajectories
paper

[42]NeFII: Inverse Rendering for Reflectance Decomposition with Near-Field Indirect Illumination
paper

[41]Enhanced Stable View Synthesis
paper

[40]Consistent View Synthesis with Pose-Guided Diffusion Models
paper

[39]NeRF-Supervised Deep Stereo
paper | code

[38]Efficient View Synthesis and 3D-based Multi-Frame Denoising with Multiplane Feature Representations
paper

[37]DyLiN: Making Light Field Networks Dynamic
paper

[36]FlexNeRF: Photorealistic Free-viewpoint Rendering of Moving Humans from Sparse Views
paper

[35]NeRF-DS: Neural Radiance Fields for Dynamic Specular Objects
paper | code

[34]SUDS: Scalable Urban Dynamic Scenes
paper

[33]JAWS: Just A Wild Shot for Cinematic Transfer in Neural Radiance Fields
paper

[32]Magic3D: High-Resolution Text-to-3D Content Creation
paper

[31]DiffRF: Rendering-Guided 3D Radiance Field Diffusion
paper

[30]Ref-NPR: Reference-Based Non-Photorealistic Radiance Fields for Controllable Scene Stylization
paper | code

[29]Interactive Segmentation of Radiance Fields
paper

[28]MAIR: Multi-view Attention Inverse Rendering with 3D Spatially-Varying Lighting Estimation
paper

[27]GM-NeRF: Learning Generalizable Model-based Neural Radiance Fields from Multi-view Images
paper

[26]Progressively Optimized Local Radiance Fields for Robust View Synthesis
paper

[25]ABLE-NeRF: Attention-Based Rendering with Learnable Embeddings for Neural Radiance Field
paper

[24]HandNeRF: Neural Radiance Fields for Animatable Interacting Hands
paper

[23]Grid-guided Neural Radiance Fields for Large Urban Scenes
paper

[22]EventNeRF: Neural Radiance Fields from a Single Colour Event Camera
paper

[21]SPARF: Neural Radiance Fields from Sparse and Noisy Poses
paper

[20]RUST: Latent Neural Scene Representations from Unposed Imagery
paper

[19]SINE: Semantic-driven Image-based NeRF Editing with Prior-guided Editing Field
paper

[18]ShadowNeuS: Neural SDF Reconstruction by Shadow Ray Supervision
paper | code

[17]Balanced Spherical Grid for Egocentric View Synthesis
paper | code

[16]Semantic Ray: Learning a Generalizable Semantic Field with Cross-Reprojection Attention
paper

[15]MobileNeRF: Exploiting the Polygon Rasterization Pipeline for Efficient Neural Field Rendering on Mobile Architectures
paper | code

[14]Robust Dynamic Radiance Fields
paper

[13]I2-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs
paper

[12]Learning Detailed Radiance Manifolds for High-Fidelity and 3D-Consistent Portrait Synthesis from Monocular Image
paper

[11]Nerflets: Local Radiance Fields for Efficient Structure-Aware 3D Scene Representation from 2D Supervision
paper

[10]Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields
paper

[9]DP-NeRF: Deblurred Neural Radiance Field with Physical Scene Priors
paper | code

[8]SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields
paper

[7]3D Video Loops from Asynchronous Input
paper | code

[6]NeRFLiX: High-Quality Neural View Synthesis by Learning a Degradation-Driven Inter-viewpoint MiXer
paper | code

[5]NeRF-Gaze: A Head-Eye Redirection Parametric Model for Gaze Estimation
paper

[4]Renderable Neural Radiance Map for Visual Navigation
paper

[3]Real-Time Neural Light Field on Mobile Devices
paper | project

[2]Latent-NeRF for Shape-Guided Generation of 3D Shapes and Textures
paper | code

[1]NoPe-NeRF: Optimising Neural Radiance Field with No Pose Prior
paper | project

模型压缩(Model Compression)

[1]Neural Video Compression with Diverse Contexts
paper | code

知识蒸馏(Knowledge Distillation)

[7]Supervised Masked Knowledge Distillation for Few-Shot Transformers
paper | code

[6]DisWOT: Student Architecture Search for Distillation WithOut Training
paper

[5]KD-DLGAN: Data Limited Image Generation via Knowledge Distillation
paper

[4]Generalization Matters: Loss Minima Flattening via Parameter Hybridization for Efficient Online Knowledge Distillation
paper

[3]Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation
paper

[2]Generic-to-Specific Distillation of Masked Autoencoders
paper | code

[1]CLIPPING: Distilling CLIP-based Models for Video-Language Understanding(CLIPPING：为视频语言理解提炼基于 CLIP 的模型)
paper

剪枝(Pruning)

[2]CP3: Channel Pruning Plug-in for Point-based Networks
paper

[1]DepGraph: Towards Any Structural Pruning
paper | code

量化(Quantization)

[4]Hard Sample Matters a Lot in Zero-Shot Quantization
paper

[3]Solving Oscillation Problem in Post-Training Quantization Through a Theoretical Perspective
paper

[2]Post-training Quantization on Diffusion Models
paper | code

[1]Adaptive Data-Free Quantization
paper | code

神经网络结构设计(Neural Network Structure Design)

[9]SMPConv: Self-moving Point Representations for Continuous Convolution
paper | code

[8]Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object Detection
paper | code

[7]Compacting Binary Neural Networks by Sparse Kernel Selection
paper

[6]LINe: Out-of-Distribution Detection by Leveraging Important Neurons
paper

[5]Towards Scalable Neural Representation for Diverse Videos
paper

[4]Boundary Unlearning
paper

[3]Equiangular Basis Vectors
paper | code

[2]LargeKernel3D: Scaling up Kernels in 3D Sparse CNNs
paper | code

[1]Run, Don't Walk: Chasing Higher FLOPS for Faster Neural Networks
paper | code

CNN

[6]VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution
paper | code

[5]Randomized Adversarial Training via Taylor Expansion
paper | code

[4]Alias-Free Convnets: Fractional Shift Invariance via Polynomial Activations
paper | code

[3]DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network
paper | code

[2]Demystify Transformers & Convolutions in Modern Image Deep Networks
paper | code

[1]InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions
paper | code

Transformer

[24]Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention
paper | code

[23]METransformer: Radiology Report Generation by Transformer with Multiple Learnable Expert Tokens
paper

[22]MethaneMapper: Spectral Absorption aware Hyperspectral Transformer for Methane Detection
paper

[21]Visual Dependency Transformers: Dependency Tree Emerges from Reversed Attention
paper | code

[20]Learning Expressive Prompting With Residuals for Vision Transformers
paper

[19]Transferable Adversarial Attacks on Vision Transformers with Token Gradient Regularization
paper

[18]One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer
paper | code

[17]Generalized Relation Modeling for Transformer Tracking
paper | code

[16]Learning Anchor Transformations for 3D Garment Animation
paper

[15]CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection
paper | code

[14]Sparsifiner: Learning Sparse Instance-Dependent Attention for Efficient Vision Transformers
paper

[13]POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery
paper

[12]FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER
paper

[11]Spherical Transformer for LiDAR-based 3D Recognition
paper | code

[10]MELTR: Meta Loss Transformer for Learning to Fine-tune Video Foundation Models
paper | code

[9]Top-Down Visual Attention from Analysis by Synthesis
paper

[8]BiFormer: Vision Transformer with Bi-Level Routing Attention
paper | code

[7]Making Vision Transformers Efficient from A Token Sparsification View
paper

[6]Visual Atoms: Pre-training Vision Transformers with Sinusoidal Waves
paper

[5]Learning Imbalanced Data with Vision Transformers
paper | code

[4]SAP-DETR: Bridging the Gap Between Salient Points and Queries-Based Transformer Detector for Fast Model Convergency
paper

[3]Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
paper | code

[2]Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR
paper | code

[1]Integrally Pre-Trained Transformer Pyramid Networks
paper | code

图神经网络(GNN)

[4]Adversarially Robust Neural Architecture Search for Graph Neural Networks
paper

[3]Mind the Label Shift of Augmentation-based Graph OOD Generalization
paper

[2]Turning Strengths into Weaknesses: A Certified Robustness Inspired Attack Framework against Graph Neural Networks
paper

[1]From Node Interaction to Hop Interaction: New Effective and Scalable Graph Learning Paradigm
paper

神经网络架构搜索(NAS)

[3]Polynomial Implicit Neural Representations For Large Diverse Datasets
paper | code

[2]PA&DA: Jointly Sampling PAth and DAta for Consistent NAS
paper | code

[1]Stitchable Neural Networks(可缝合神经网络)
paper | code

MLP

[1]ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization
paper | code

MAE

[1]Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders paper | code

数据处理(Data Processing)

[1]TINC: Tree-structured Implicit Neural Compression
paper | code

数据增广(Data Augmentation)

归一化/正则化(Batch Normalization)

[2]Delving into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling
paper

[1]Masked Images Are Counterfactual Samples for Robust Fine-tuning
paper

图像聚类(Image Clustering)

[2]DivClust: Controlling Diversity in Deep Clustering
paper

[1]On the Effects of Self-supervision and Contrastive Alignment in Deep Multi-view Clustering
paper | code

图像压缩(Image Compression)

[2]Learned Image Compression with Mixed Transformer-CNN Architectures
paper | code

[1]Context-Based Trit-Plane Coding for Progressive Image Compression
paper | code

模型训练/泛化(Model Training/Generalization)

[25]Improved Test-Time Adaptation for Domain Generalization
paper

[24]Re-thinking Model Inversion Attacks Against Deep Neural Networks
paper

[23]Regularize implicit neural representation by itself
paper

[22]Improving the Transferability of Adversarial Samples by Path-Augmented Method
paper

[21]Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency
paper | code

[20]Progressive Random Convolutions for Single Domain Generalization
paper

[19]Tunable Convolutions with Parametric Multi-Loss Optimization
paper

[18]Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm
paper | code

[17]CFA: Class-wise Calibrated Fair Adversarial Training
paper | code

[16]Generalist: Decoupling Natural and Robust Generalization
paper

[15]Feature Separation and Recalibration for Adversarial Robustness
paper

[14]Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck
paper

[13]FlexiViT: One Model for All Patch Sizes
paper | code

[12]Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
paper | code

[11]Improving Generalization with Domain Convex Game
paper

[10]TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization
paper | code

[9]An Extended Study of Human-like Behavior under Adversarial Training
paper

[8]Sharpness-Aware Gradient Matching for Domain Generalization
paper | code

[7]HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining
paper

[6]Universal Instance Perception as Object Discovery and Retrieval
paper | code

[5]Practical Network Acceleration with Tiny Sets
paper | code

[4]Towards Bridging the Performance Gaps of Joint Energy-based Models
paper | code

[3]DropKey
paper

[2]Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization
paper

[1]DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks
paper

噪声标签(Noisy Label)

[2]Fine-Grained Classification with Noisy Labels
paper

[1]Combating noisy labels in object detection datasets
paper

长尾分布(Long-Tailed Distribution)

[3]Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation
paper | code

[2]SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail
paper

[1]Curvature-Balanced Feature Manifold Learning for Long-Tailed Classification
paper

图像特征提取与匹配(Image feature extraction and matching)

[7]CCuantuMM: Cycle-Consistent Quantum-Hybrid Matching of Multiple Shapes
paper

[6]Adaptive Spot-Guided Transformer for Consistent Local Feature Matching
paper

[5]PMatch: Paired Masked Image Modeling for Dense Geometric Matching
paper

[4]Enhancing Deformable Local Features by Jointly Learning to Detect and Describe Keypoints
paper

[3]Referring Image Matting
paper | code

[2]Iterative Geometry Encoding Volume for Stereo Matching
paper | code

[1]Modality-Agnostic Debiasing for Single Domain Generalization
paper

视觉表征学习(Visual Representation Learning)

[17]HNeRV: A Hybrid Neural Representation for Videos
paper | code

[16]Learning Rotation-Equivariant Features for Visual Correspondence
paper

[15]Mixed Autoencoder for Self-supervised Visual Representation Learning
paper

[14]Learning Procedure-aware Video Representation from Instructional Videos and Their Narrations
paper

[13]Multi-Modal Representation Learning with Text-Driven Soft Masks
paper

[12]Masked Scene Contrast: A Scalable Framework for Unsupervised 3D Representation Learning
paper

[11]CrOC: Cross-View Online Clustering for Dense Visual Representation Learning
paper | code

[10]Masked Motion Encoding for Self-Supervised Video Representation Learning
paper | code

[9]Weakly Supervised Video Representation Learning with Unaligned Text for Sequential Videos
paper | code

[8]MARLIN: Masked Autoencoder for facial video Representation LearnINg
paper | code

[7]Hierarchical discriminative learning improves visual representations of biomedical microscopy
paper

[6]Fine-tuned CLIP Models are Efficient Video Learners
paper | code

[5]Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning
paper | code

[4]Open-Set Representation Learning through Combinatorial Embedding
paper

[3]NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes Prediction
paper

[2]Stare at What You See: Masked Image Modeling without Reconstruction
paper | code

[1]Switchable Representation Learning Framework with Self-compatibility
paper

模型评估(Model Evaluation)

[3]ImageNet-E: Benchmarking Neural Network Robustness via Attribute Editing
paper | code

[2]Physically Adversarial Infrared Patches with Learnable Shapes and Locations
paper

[1]TrojDiff: Trojan Attacks on Diffusion Models with Diverse Targets
paper | code

多模态学习(Multi-Modal Learning)

[18]Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting
paper | code

[17]Detecting and Grounding Multi-Modal Media Manipulation
paper | code

[16]Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-commerce
paper

[15]Quantum Multi-Model Fitting
paper | code

[14]Towards Flexible Multi-modal Document Models
paper

[13]CLIP2Scene: Towards Label-Efficient 3D Scene Understanding by CLIP
paper | code

[12]MaPLe: Multi-modal Prompt Learning
paper | code

[11]Decoupled Multimodal Distilling for Emotion Recognition
paper

[10]MM-Diffusion: Learning Multi-Modal Diffusion Models for Joint Audio and Video Generation
paper | code

[9]BiCro: Noisy Correspondence Rectification for Multi-modality Data via Bi-directional Cross-modal Similarity Consistency
paper | code

[8]Mutilmodal Feature Extraction and Attention-based Fusion for Emotion Estimation in Videos
paper | code

[7]Emotional Reaction Intensity Estimation Based on Multimodal Data
paper

[6]Multimodal Feature Extraction and Fusion for Emotional Reaction Intensity Estimation and Expression Classification in Videos with Transformers
paper

[5]Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning
paper

[4]Multimodal Prompting with Missing Modalities for Visual Recognition
paper | code

[3]Align and Attend: Multimodal Summarization with Dual Contrastive Losses
paper | code

[2]Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information(通过最大化多模态互信息实现一体化预训练)
paper | code

[1]Uni-Perceiver v2: A Generalist Model for Large-Scale Vision and Vision-Language Tasks(Uni-Perceiver v2：用于大规模视觉和视觉语言任务的通才模型)
paper | code

视听学习(Audio-visual Learning)

[11]Fine-grained Audible Video Description
paper

[10]Language-Guided Audio-Visual Source Separation via Trimodal Consistency
paper

[9]Physics-Driven Diffusion Models for Impact Sound Synthesis from Videos
paper

[8]Audio-Visual Grouping Network for Sound Localization from Mixtures
paper | code

[7]Sound to Visual Scene Generation by Audio-to-Visual Latent Alignment
paper

[6]Egocentric Audio-Visual Object Localization
paper | code

[5]Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning
paper

[4]Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline
paper

[3]Watch or Listen: Robust Audio-Visual Speech Recognition with Visual Corruption Modeling and Reliability Scoring
paper | code

[2]CASP-Net: Rethinking Video Saliency Prediction from an Audio-VisualConsistency Perceptual Perspective
paper | code

[1]A Light Weight Model for Active Speaker Detection
paper | code

视觉-语言（Vision-language）

[30]CrowdCLIP: Unsupervised Crowd Counting via Vision-Language Model
paper | code

[29]Improving Vision-and-Language Navigation by Generating Future-View Image Semantics
paper

[28]Learning to Name Classes for Vision and Language Models
paper

[27]VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision
paper | code

[26]HOICLIP: Efficient Knowledge Transfer for HOI Detection with Vision-Language Models
paper | code

[25]KERM: Knowledge Enhanced Reasoning for Vision-and-Language Navigation
paper | code

[24]PosterLayout: A New Benchmark and Approach for Content-aware Visual-Textual Presentation Layout
paper | code

[23]SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
paper

[22]VILA: Learning Image Aesthetics from User Comments with Vision-Language Pretraining
paper

[21]Video-Text as Game Players: Hierarchical Banzhaf Interaction for Cross-Modal Representation Learning
paper | code

[20]IFSeg: Image-free Semantic Segmentation via Vision-Language Model
paper | code

[19]Blind Image Quality Assessment via Vision-Language Correspondence: A Multitask Learning Perspective
paper | code

[18]MAP: Multimodal Uncertainty-Aware Vision-Language Pre-training Model
paper | code

[17]Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning
paper

[16]Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models
paper | code

[15]Test of Time: Instilling Video-Language Models with a Sense of Time
paper | code

[14]Accelerating Vision-Language Pretraining with Free Language Modeling
paper

[13]Task Residual for Tuning Vision-Language Models
paper | code

[12]MAGVLT: Masked Generative Vision-and-Language Transformer
paper

[11]Is BERT Blind? Exploring the Effect of Vision-and-Language Pretraining on Visual Language Understanding
paper | code

[10]Lana: A Language-Capable Navigator for Instruction Following and Generation
paper | code

[9]FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks
paper | code

[8]Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding
paper

[7]Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
paper

[6]Connecting Vision and Language with Video Localized Narratives
paper | code

[5]Policy Adaptation from Foundation Model Feedback
paper

[4]Open-vocabulary Attribute Detection
paper

[3]Towards Generalisable Video Moment Retrieval: Visual-Dynamic Injection to Image-Text Pre-Training
paper

[2]Turning a CLIP Model into a Scene Text Detector
paper | code

[1]GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods
paper

视觉预测(Vision-based Prediction)

[4]TBP-Former: Learning Temporal Bird's-Eye-View Pyramid for Joint Perception and Prediction in Vision-Centric Autonomous Driving
paper

[3]Intention-Conditioned Long-Term Human Egocentric Action Forecasting
paper | code

[2]Computational Choreography using Human Motion Synthesis
paper

[1]IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction
paper

数据集(Dataset)

[21]Uncurated Image-Text Datasets: Shedding Light on Demographic Bias
paper | code

[20]CIMI4D: A Large Multimodal Climbing Motion Dataset under Human-scene Interactions
paper

[19]CelebV-Text: A Large-Scale Facial Text-Video Dataset
paper | code

[18]On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks
paper | code

[17]Towards Artistic Image Aesthetics Assessment: a Large-scale Dataset and a New Method
paper | code

[16]Recovering 3D Hand Mesh Sequence from a Single Blurry Image: A New Dataset and Temporal Unfolding
paper | code

[15]GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts
paper

[14]ARKitTrack: A New Diverse Dataset for Tracking Using Mobile RGB-D Data
paper

[13]Fantastic Breaks: A Dataset of Paired 3D Scans of Real-World Broken Objects and Their Complete Counterparts
paper

[12]A Bag-of-Prototypes Representation for Dataset-Level Applications
paper

[11]Music-Driven Group Choreography
paper

[10]RaBit: Parametric Modeling of 3D Biped Cartoon Characters with a Topological-consistent Dataset
paper

[9]Backdoor Defense via Adaptively Splitting Poisoned Dataset
paper | code

[8]Learning a Practical SDR-to-HDRTV Up-conversion using New Dataset and Degradation Models
paper | code

[7]SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments
paper | code

[6]A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others
paper | code

[5]MVImgNet: A Large-scale Dataset of Multi-view Images
paper

[4]Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo
paper

[3]CUDA: Convolution-based Unlearnable Datasets
paper

[2]V2V4Real: A Real-world Large-scale Dataset for Vehicle-to-Vehicle Cooperative Perception
paper

[1]Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes
paper

主动学习(Active Learning)

小样本学习/零样本学习(Few-shot Learning/Zero-shot Learning)

[15]Zero-shot Generative Model Adaptation via Image-specific Prompt Learning
paper

[14]Zero-shot Model Diagnosis
paper

[13]AVFormer: Injecting Vision into Frozen Speech Models for Zero-Shot AV-ASR
paper

[12]Hierarchical Dense Correlation Distillation for Few-Shot Segmentation
paper

[11]ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground Selection
paper | code

[10]Learning Attention as Disentangler for Compositional Zero-shot Learning
paper | code

[9]Progressive Semantic-Visual Mutual Adaption for Generalized Zero-Shot Learning
paper | code

[8]CF-Font: Content Fusion for Few-shot Font Generation
paper

[7]DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection
paper | code

[6]Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings
paper | code

[5]Bi-directional Distribution Alignment for Transductive Zero-Shot Learning
paper | code

[4]Zero-Shot Text-to-Parameter Translation for Game Character Auto-Creation
paper

[3]Prompt, Generate, then Cache: Cascade of Foundation Models makes Strong Few-shot Learners
paper | code

[2]NIFF: Alleviating Forgetting in Generalized Few-Shot Object Detection via Neural Instance Feature Forging
paper

[1]FreeNeRF: Improving Few-shot Neural Rendering with Free Frequency Regularization
paper | code

持续学习(Continual Learning/Life-long Learning)

[7]Asynchronous Federated Continual Learning
paper | code

[6]Exploring Data Geometry for Continual Learning
paper

[5]Task Difficulty Aware Parameter Allocation & Regularization for Lifelong Learning
paper | code

[4]Online Distillation with Continual Learning for Cyclic Domain Shifts
paper

[3]Preserving Linear Separability in Continual Learning by Backward Feature Projection
paper

[2]Computationally Budgeted Continual Learning: What Does Matter?
paper | code

[1]Achieving a Better Stability-Plasticity Trade-off via Auxiliary Networks in Continual Learning
paper | code

场景图(Scene Graph)

[2]Devil's on the Edges: Selective Quad Attention for Scene Graph Generation
paper

[1]Probabilistic Debiasing of Scene Graphs
paper | code

场景图生成(Scene Graph Generation)

[1]Prototype-based Embedding Network for Scene Graph Generation
paper

场景图预测(Scene Graph Prediction)

[1]VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud
paper | code

场景图理解(Scene Graph Understanding)

[2]SceneTrilogy: On Human Scene-Sketch and its Complementarity with Photo and Text
paper

[1]PLA: Language-Driven Open-Vocabulary 3D Scene Understanding
paper | code

视觉定位/位姿估计(Visual Localization/Pose Estimation)

[7]OrienterNet: Visual Localization in 2D Public Maps with Neural Matching
paper

[6]Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention
paper

[5]Human Pose as Compositional Tokens
paper

[4]Data-efficient Large Scale Place Recognition with Graded Similarity Supervision
paper | code

[3]PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers
paper

[2]StructVPR: Distill Structural Knowledge with Weighting Samples for Visual Place Recognition
paper

[1]PyramidFlow: High-Resolution Defect Contrastive Localization using Pyramid Normalizing Flow
paper

视觉推理/视觉问答(Visual Reasoning/VQA)

[9]Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering
paper

[8]MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos
paper | code

[7]3D Concept Learning and Reasoning from Multi-View Images
paper

[6]Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices
paper | code

[5]Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning
paper | code

[4]Generative Bias for Robust Visual Question Answering
paper

[3]MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering
paper | code

[2]Prompting Large Language Models with Answer Heuristics for Knowledge-based Visual Question Answering
paper | code

[1]From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models
paper | code

图像分类(Image Classification)

[4]Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments
paper

[3]Semantic Prompt for Few-Shot Image Recognition
paper

[2]Boosting Verified Training for Robust Image Classifications via Abstraction
paper | code

[1]I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification(I2MVFormer：用于零样本图像分类的大型语言模型生成的多视图文档监督)
paper

迁移学习/domain/自适应(Transfer Learning/Domain Adaptation)

[17]DATE: Domain Adaptive Product Seeker for E-commerce
paper

[16]Modernizing Old Photos Using Multiple References via Photorealistic Style Transfer
paper

[15]GeoNet: Benchmarking Unsupervised Adaptation across Geographies
paper

[14]C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation
paper

[13]AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation
paper | code

[12]BlackVIP: Black-Box Visual Prompting for Robust Transfer Learning
paper | code

[11]Deep Frequency Filtering for Domain Generalization
paper

[10]Semi-Supervised Domain Adaptation with Source Label Adaptation
paper | code

[9]Unsupervised Continual Semantic Adaptation through Neural Rendering
paper

[8]MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
paper | code

[7]Patch-Mix Transformer for Unsupervised Domain Adaptation: A Game Perspective
paper

[6]Manipulating Transfer Learning for Property Inference
paper | code

[5]Trainable Projected Gradient Method for Robust Fine-tuning
paper

[4]DA-DETR: Domain Adaptive Detection Transformer with Information Fusion
paper

[3]Instance Relation Graph Guided Source-Free Domain Adaptive Object Detection
paper | code

[2]Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation
paper | code

[1]Adaptive Assignment for Geometry Aware Local Feature Matching
paper

度量学习(Metric Learning)

对比学习(Contrastive Learning)

[11]FEND: A Future Enhanced Distribution-Aware Contrastive Learning Framework for Long-tail Trajectory Prediction
paper

[10]Dynamic Conceptional Contrastive Learning for Generalized Category Discovery
paper | code

[9]Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
paper

[8]PromptCAL: Contrastive Affinity Learning via Auxiliary Prompts for Generalized Novel Category Discovery
paper | code

[7]Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data
paper

[6]Self-Supervised Image-to-Point Distillation via Semantically Tolerant Contrastive Loss
paper

[5]Positive-Augmented Constrastive Learning for Image and Video Captioning Evaluation
paper | code

[4]MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset
paper | code

[3]CiCo: Domain-Aware Sign Language Retrieval via Cross-Lingual Contrastive Learning
paper | code

[2]Dynamic Graph Enhanced Contrastive Learning for Chest X-ray Report Generation
paper | code

[1]Twin Contrastive Learning with Noisy Labels
paper | code

增量学习(Incremental Learning)

[5]PCR: Proxy-based Contrastive Replay for Online Class-Incremental Continual Learning
paper

[4]On the Stability-Plasticity Dilemma of Class-Incremental Learning
paper

[3]Learning with Fantasy: Semantic-Aware Virtual Contrastive Constraint for Few-Shot Class-Incremental Learning
paper | code

[2]Class-Incremental Exemplar Compression for Class-Incremental Learning
paper

[1]Dense Network Expansion for Class Incremental Learning
paper

强化学习(Reinforcement Learning)

[4]Reinforcement Learning-Based Black-Box Model Inversion Attacks
paper

[3]Open-World Multi-Task Control Through Goal-Aware Representation Learning and Adaptive Horizon Prediction
paper | code

[2]ProphNet: Efficient Agent-Centric Motion Forecasting with Anchor-Informed Proposals
paper

[1]EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning
paper | code

元学习(Meta Learning)

[4]Meta-causal Learning for Single Domain Generalization
paper

[3]Meta Compositional Referring Expression Segmentation
paper

[2]Meta-Learning with a Geometry-Adaptive Preconditioner
paper | code

[1]A Meta-Learning Approach to Predicting Performance and Data Requirements
paper

机器人(Robotic)

[2]Efficient Map Sparsification Based on 2D and 3D Discretized Grids
paper

[1]PyPose: A Library for Robot Learning with Physics-based Optimization(PyPose：基于物理优化的机器人学习库)
paper | code

半监督学习/弱监督学习/无监督学习/自监督学习(Self-supervised Learning/Semi-supervised Learning)

[29]Weakly supervised segmentation with point annotations for histopathology images via contrast-based variational model
paper

[28]Token Boosting for Robust Self-Supervised Visual Transformer Pre-training
paper

[27]SOOD: Towards Semi-Supervised Oriented Object Detection
paper | code

[26]Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning
paper | code

[25]Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks
paper | code

[24]Siamese DETR
paper

[23]HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions
paper

[22]Detecting Backdoors in Pre-trained Encoders
paper | code

[21]Can't Steal? Cont-Steal! Contrastive Stealing Attacks Against Image Encoders
paper

[20]Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation
paper | code

[19]ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning
paper

[18]Exploring Structured Semantic Prior for Multi Label Recognition with Incomplete Labels
paper

[17]Self-Supervised Learning for Multimodal Non-Rigid 3D Shape Matching
paper | code

[16]Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data
paper

[15]Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning
paper

[14]Correlational Image Modeling for Self-Supervised Visual Pre-Training
paper

[13]Extracting Class Activation Maps from Non-Discriminative Features as well
paper | code

[12]TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation
paper | code

[11]LOCATE: Localize and Transfer Object Parts for Weakly Supervised Affordance Grounding
paper

[10]MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection
paper | code

[9]Semi-supervised Hand Appearance Recovery via Structure Disentanglement and Dual Adversarial Discrimination
paper

[8]Non-Contrastive Unsupervised Learning of Physiological Signals from Video
paper

[7]Learning Common Rationale to Improve Self-Supervised Representation for Fine-Grained Visual Recognition Problems
paper | code

[6]Intrinsic Physical Concepts Discovery with Object-Centric Predictive Models
paper

[5]The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training
paper | code

[4]Three Guidelines You Should Know for Universally Slimmable Self-Supervised Learning
paper | code

[3]Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors
paper

[2]Siamese Image Modeling for Self-Supervised Vision Representation Learning
paper | code

[1]Cut and Learn for Unsupervised Object Detection and Instance Segmentation
paper | project

神经网络可解释性(Neural Network Interpretability)

[6]Gradient-based Uncertainty Attribution for Explainable Bayesian Deep Learning
paper

[5]Are Data-driven Explanations Robust against Out-of-distribution Data?
paper

[4]IDGI: A Framework to Eliminate Explanation Noise from Integrated Gradients
paper | code

[3]OCTET: Object-aware Counterfactual Explanations
paper | code

[2]Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis
paper

[1]SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries(SplineCam：深度网络几何和决策边界的精确可视化和表征)
paper | code

图像计数(Image Counting)

[2]Density Map Distillation for Incremental Object Counting
paper

[1]Zero-shot Object Counting
paper

联邦学习(Federated Learning)

[4]The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning
paper

[3]Make Landscape Flatter in Differentially Private Federated Learning
paper

[2]STDLens: Model Hijacking-resilient Federated Learning for Object Detection
paper | code

[1]Re-thinking Federated Active Learning based on Inter-class Diversity
paper | code

自动驾驶(automatic driving)

[1]BEVFormer v2: Adapting Modern Image Backbones to Bird’s-Eye-View Recognition via Perspective Supervision(BEVFormer v2：通过透视监督使现代图像主干适应鸟瞰图识别)
paper

其他

[74]Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification
paper | code

[73]Knowledge Combination to Learn Rotated Detection Without Rotated Annotation
paper

[72]CloSET: Modeling Clothed Humans on Continuous Surface with Explicit Template Decomposition
paper

[71]DC2: Dual-Camera Defocus Control by Learning to Refocus
paper

[70]Scalable, Detailed and Mask-Free Universal Photometric Stereo
paper | code

[69]DiffCollage: Parallel Generation of Large Content with Diffusion Models
paper

[68]Why is the winner the best?
paper

[67]UniDexGrasp++: Improving Dexterous Grasping Policy Learning via Geometry-aware Curriculum and Iterative Generalist-Specialist Learning
paper

[66]HypLiLoc: Towards Effective LiDAR Pose Regression with Hyperbolic Fusion
paper | code

[65]Neural Volumetric Memory for Visual Locomotion Control
paper

[64]DeepVecFont-v2: Exploiting Transformers to Synthesize Vector Fonts with Higher Quality
paper | code

[63]PDPP:Projected Diffusion for Procedure Planning in Instructional Videos
paper

[62]Disentangling Writer and Character Styles for Handwriting Generation
paper | code

[61]Continuous Intermediate Token Learning with Implicit Motion Manifold for Keyframe Based Motion Interpolation
paper

[60]DANI-Net: Uncalibrated Photometric Stereo by Differentiable Shadow Handling, Anisotropic Reflectance Modeling, and Neural Inverse Rendering
paper | code

[59]Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph
paper | code

[58]Handwritten Text Generation from Visual Archetypes
paper | code

[57]Level-S2fM: Structure from Motion on Neural Level Set of Implicit Surfaces
paper

[56]FeatureBooster: Boosting Feature Descriptors with a Lightweight Neural Network
paper

[55]ARO-Net: Learning Implicit Fields from Anchored Radial Observations
paper | code

[54]Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown Objects
paper

[53]Robust Test-Time Adaptation in Dynamic Scenarios
paper

[52]LayoutFormer++: Conditional Graphic Layout Generation via Constraint Serialization and Decoding Space Restriction
paper

[51]Doubly Right Object Recognition: A Why Prompt for Visual Rationales
paper

[50]CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching
paper

[49]Marching-Primitives: Shape Abstraction from Signed Distance Function
paper

[48]Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery
paper | code

[47]ActMAD: Activation Matching to Align Distributions for Test-Time-Training
paper | code

[46]Robust Mean Teacher for Continual and Gradual Test-Time Adaptation
paper | code

[45]Planning-oriented Autonomous Driving
paper | code

[44]Explicit Visual Prompting for Low-Level Structure Segmentations
paper | code

[43]Leapfrog Diffusion Model for Stochastic Trajectory Prediction
paper | code

[42]Feature Alignment and Uniformity for Test Time Adaptation
paper

[41]Attribute-preserving Face Dataset Anonymization via Latent Code Optimization
paper | code

[40]Fix the Noise: Disentangling Source Feature for Controllable Domain Translation
paper | code

[39]Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution
paper

[38]Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-Dark
paper | code

[37]Learning a Depth Covariance Function
paper

[36]VecFontSDF: Learning to Reconstruct and Synthesize High-quality Vector Fonts via Signed Distance Functions
paper

[35]Dense Distinct Query for End-to-End Object Detection
paper | code

[34]Facial Affective Analysis based on MAE and Multi-modal Information for 5th ABAW Competition
paper

[33]Partial Network Cloning
paper | code

[32]Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection
paper | code

[31]Adversarial Counterfactual Visual Explanations
paper | code

[3-]A New Benchmark: On the Utility of Synthetic Data with Blender for Bare Supervised Learning and Downstream Domain Adaptation
paper | code

[29]Taming Diffusion Models for Audio-Driven Co-Speech Gesture Generation
paper | code

[28]Skinned Motion Retargeting with Residual Perception of Motion Semantics & Geometry
paper | code

[27]Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
paper | code

[26]Backdoor Defense via Deconfounded Representation Learning
paper | code

[25]Label Information Bottleneck for Label Enhancement
paper

[24]LayoutDM: Discrete Diffusion Model for Controllable Layout Generation
paper | code

[23]Diversity-Aware Meta Visual Prompting
paper | code

[22]ABAW: Valence-Arousal Estimation, Expression Recognition, Action Unit Detection & Emotional Reaction Intensity Estimation Challenges
paper

[21]Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving
paper

[20]UniHCP: A Unified Model for Human-Centric Perceptions
paper | code

[19]Where We Are and What We're Looking At: Query Based Worldwide Image Geo-localization Using Hierarchies and Scenes
paper

[18]Revisiting Rotation Averaging: Uncertainties and Robust Losses
paper | code

[17]3D-Aware Object Goal Navigation via Simultaneous Exploration and Identification
paper

[16]Phase-Shifting Coder: Predicting Accurate Orientation in Oriented Object Detection
paper | code

[15]Understanding and Improving Visual Prompting: A Label-Mapping Perspective
paper | code

[14]vMAP: Vectorised Object Mapping for Neural Field SLAM
paper | code

[13]EcoTTA: Memory-Efficient Continual Test-time Adaptation via Self-distilled Regularization
paper

[12]Upcycling Models under Domain and Category Shift
paper | code

[11]Interventional Bag Multi-Instance Learning On Whole-Slide Pathological Images
paper | code

[10]Dynamic Neural Network for Multi-Task Learning Searching across Diverse Network Topologies
paper

[9]Unlearnable Clusters: Towards Label-agnostic Unlearnable Examples
paper | code

[8]Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation
paper

[7]Neuro-Modulated Hebbian Learning for Fully Test-Time Adaptation
paper

[6]Physical-World Optical Adversarial Attacks on 3D Face Recognition
paper

[5]Improving Cross-Modal Retrieval with Set of Diverse Embeddings
paper

[4]Neural Video Compression with Diverse Contexts
paper | code

[3]Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger
paper

[2]Single Image Backdoor Inversion via Robust Smoothed Classifiers
paper | code

[1]Hidden Gems: 4D Radar Scene Flow Learning Using Cross-Modal Supervision
paper | code

3. CVPR2023 论文解读汇总

1.CVPR2023｜打破对MIM（掩码图像建模）的数据缩放能力的误解！

2.CVPR 2023｜基于CLIP的微调新范式！训练速度和性能均创新高！

3.CVPR 2023｜浙大提出全归一化流模型PyramidFlow：高分辨率缺陷异常定位新范式

4.CVPR 2023｜大脑视觉信号被Stable Diffusion复现图像！“人类的谋略和谎言不存在了”

5.CVPR 2023｜港科大 DA-BEV: 3D目标检测新 SOTA，一种强大的深度信息挖掘方法

6.CVPR 23｜表征学习超MAE，谷歌等提出MAGE：无监督图像生成超越 Latent Diffusion

7.CVPR2023｜不好意思我要加速度了！FasterNet：更高FLOPS才是更快更强的底气

8.CVPR 2023｜大模型流行之下，SN-Net给出一份独特的答卷

9.CVPR 2023｜结合特征金字塔结构的自监督学习 iTPNs

10.CVPR 2023｜SQR：对于训练DETR-family目标检测的探索和思考

11.CVPR 2023｜COCO新纪录65.4mAP！InternImage：注入新机制，扩展DCNv3，探索视觉大模型

12.CVPR 2023｜YOLOv7强势收录！时隔6年，YOLOv系列再登CVPR！

13.CVPR 2023｜谷歌提出Imagic：扩散模型只用文字就能PS照片了！

14.CVPR 2023｜Lite DETR：计算量减少60%！高效交错多尺度编码器

15.CVPR 2023｜白翔团队新作：借助CLIP完成场景文字检测

16.CVPR'23｜即插即用系列！一种轻量高效的自注意力机制助力图像恢复网络问鼎 SOTA

17.CVPR 2023｜英伟达提出VoxFromer: 单目3D语义场景补全新SOTA

18.CVPR 2023｜EMA-VFI: 基于帧间注意力提取运动和外观信息的高效视频插帧

19.CVPR 2023｜Point-NN：首次实现0参数量、0训练的3D点云分析

20.CVPR 2023｜Prophet: 用小模型启发大语言模型解决外部知识图像问答

21.CVPR23｜港中文和IDEA联合推出首个大规模全场景人体数据集Human-Art

22.CVPR 2023 Highlight｜PDPP：基于扩散模型的教学视频过程规划

23.CVPR'23｜训练出首个十亿参数量视频自监督大模型！VideoMAE V2: 可扩展的视频基础模型预训练范式

24.CVPR2023｜基于视觉提示器微调的多模态单目标跟踪算法

25.CVPR 2023｜全新基于消费者移动设备采集的多样性RGB-D目标跟踪数据集

26.CVPR2023部署Trick｜解决量化误差振荡问题，让MobileNetv2的能力超过ResNet家族

27.CVPR 2023｜IGEV-Stereo & IGEV-MVS：双目立体匹配网络新SOTA!

28.CVPR 2023｜UniMatch: 重新审视半监督语义分割中的强弱一致性

29.CVPR'23｜DepGraph：任意架构的结构化剪枝，CNN、Transformer、GNN等都适用！

30.CVPR 2023｜打破CAM的局限性！ToCo：进一步激发 ViT 在弱监督语义分割的潜力

31.CVPR 2023｜一键去除视频闪烁，该研究提出了一个通用框架

32.CVPR2023｜TriDet:高效时序动作检测网络，刷新三个数据集SOTA！

33.CVPR'23｜3D模型分割新方法！不用人工标注，只需一次训练，未标注类别也能识别

34.CVPR 2023｜标注500类，检测7000类！清华大学等提出通用目标检测算法UniDetector

35.CVPR 2023｜用于半监督目标检测的知识蒸馏方法

36.CVPR 2023｜基于图像质量评价的半监督水下复原

37.CVPR 2023｜基于多层多尺度重建任务的MIM改进算法

38.CVPR 2023｜神经网络家族添新丁！小步快跑追求高速的FasterNet

4. CVPR2023论文分享

极市直播回放第108期丨潘梓正：模型部署新范式—可缝合神经网络（CVPR 2023）

5. To do list

CVPR2023 Workshop

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