Weekly Group Meeting Paper List

组会顺序: 1:徐衍钰 胡莉娜 郑佳 2:张子恒 李晶 黄坤 3:肖宇廷 胡俊豪 尹兆远 4:金磊 毕凝 余泽浩

Date	Speaker	Paper	Publisher	Website / Code
2019-05-11	尹兆远	BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames	CVPR 2019	code
2019-05-04	黄坤	DPSNet: End-to-end Deep Plane Sweep Stereo	ICLR 2019	github
2019-05-04	李晶	Auto-DeepLab: Hierarchical Neural Architecture Search for Semantic Image Segmentation	CVPR 2019 (Oral)
2019-04-27	郑佳	GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects	ICML 2019	code
2019-03-13	尹兆远	SeedNet: Automatic Seed Generation with Deep Reinforcement Learning for Robust Interactive Segmentation	CVPR 2018
2019-03-13	余泽浩	Stereo Magnification: Learning view synthesis using multiplane images	SigGraph 2018	website
2019-02-20	郑佳	Geometry-aware Deep Network for Single-Image Novel View Synthesis	CVPR 2018
2019-01-23	胡莉娜	CNN Visualization	Original
2019-01-19	胡莉娜	DeformableV2	Original
2019-01-09	郑佳	FloorNet: A Unified Framework for Floorplan Reconstruction from 3D Scans	ECCV 2018	website
2019-01-09	郑佳	Raster-to-Vector: Revisiting Floorplan Transformation	ICCV 2017	website
2019-01-09	余泽浩	MVSNet: Depth Inference for Unstructured Multi-view Stereo	ECCV 2018
2018-01-09	余泽浩	Unsupervised Learning of Stereo Matching	ICCV 2017
2019-01-02	胡俊豪	Grid R-CNN	arXiv 2018
2019-01-02	肖宇廷	Learning to Sketch with Shortcut Cycle Consistency	CVPR 2018
2019-01-02	胡莉娜	Human Parsing: An Overview	Original
2019-12-15	郑佳	PlaneRCNN: 3D Plane Detection and Reconstruction from a Single Image (slides)	arXiv 2018
2018-10-11	余泽浩	Pixels to Graphs by Associative Embedding	NIPS 2017	github
2018-10-11	胡俊豪	Physical Primitive Decomposition	ECCV 2018	website
2018-10-11	李晶	DIFFERENTIABLE LEARNING-TO-NORMALIZE VIA SWITCHABLE NORMALIZATION	arXiv 2018	github
2018-10-04	朴智新	Deep Learning Hardware	Original
2018-10-04	胡莉娜	Part Detection	Original
2018-10-04	徐衍钰	Human Pose Survey	Original
2018-09-27	张子恒	Stereo relative pose from line and point feature triplets	ECCV 2018
2018-09-18	郑佳	ECCV 2018 Summary	ECCV 2018	website
2018-09-18	廉东泽	ECCV 2018 Summary	ECCV 2018	website
2018-09-01	余泽浩	GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose	CVPR 2018	github
2018-09-01	余泽浩	Unsupervised Learning of Monocular Depth Estimation and Visual Odometry with Deep Feature Reconstruction	CVPR 2018
2018-09-01	余泽浩	Unsupervised Learning of Depth and Ego-Motion from Video	CVPR 2017
2018-09-01	余泽浩	Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints	CVPR 2018
2018-09-01	李晶	Where are the Blobs: Counting by Localization with Point Supervision	ECCV 2018	arXIv
2018-08-25	刘闻	Everybody Dance Now	arXiv	arXiv
2018-08-25	朴智新	Video Based Reconstruction of 3D People Models (slides)	CVPR 2018	github
2018-08-19	郑佳	PlaneNet: Piece-wise Planar Reconstruction from a Single RGB Image (slides)	CVPR 2018	website
2018-08-19	廉东泽	Boosting Self-Supervised Learning via Knowledge Transfer	CVPR 2018	arXiv
2018-07-25	胡俊豪	DetNet: A Backbone network for Object Detection (slides)	ECCV 2018	arXiv
2018-07-25	胡俊豪	Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection	arXiv	arXiv
2018-07-25	李晶	ExFuse: Enhancing Feature Fusion for Semantic Segmentation	ECCV 2018	arXiv
2018-07-25	刘闻	The Unreasonable Effectiveness of Deep Features as a Perceptual Metric	CVPR 2018	website
2018-07-25	廉东泽	The Perception-Distortion Tradeoff	CVPR 2018 Oral	arXiv
2018-07-19	郑佳	Few-Shot Segmentation Propagation with Guided Networks	Submitted to NIPS 2018	code
2018-07-19	黄坤	Pointwise Convolutional Neural Networks	CVPR 2018	website
2018-07-13	廉东泽	An intriguing failing of convolutional neural networks and the CoordConv solution	ECCV 2018	website
2018-07-13	罗伟鑫	Exploring the Limits of Weakly Supervised Pretraining	ECCV 2018	arXiv
2018-07-06	朴智新	Coherent Online Video Style Transfer (slides)	ICCV 2017	arXiv
2018-07-06	刘闻	End-to-end Recovery of Human Shape and Pose	CVPR 2018	website
2018-07-06	黄坤	Learning Category-Specific Mesh Reconstruction  from Image Collections	ECCV 2018	website
2018-06-30	朴智新	Learning Deep Models for Face Anti-Spoofing: Binary or Auxiliary Supervision (slides)	CVPR 2018	NA
2018-06-30	刘闻	Deep Video Portraits (slides)	SIGGRAPH 2018	website
2018-06-30	黄坤	Pixels, voxels, and views: A study of shape representations for single view 3D object shape prediction	CVPR 2018	website
2018-06-30	罗伟鑫	Detect-and-Track: Efficient Pose Estimation in Videos	CVPR 2018	code
2018-06-13	郑佳	One-Shot Learning for Semantic Segmentation (slides)	BMVC 2017	code
2018-06-13	廉东泽	Rethinking cross-modal problem (slides)	Original	NA
2018-06-12	廉东泽	Meta-learning with differentiable closed-form solvers	arXiv	arXiv
2018-06-05	?	Matching Networks for One Shot Learning	arXiv	arXiv
2018-06-05	?	On First-Order Meta-Learning Algorithms	arXiv	arXiv
2018-06-02	黄坤	BDD100K: A Large-scale Diverse Driving Video Database	Submitted to ECCV 2018	website
2018-05-29	黄坤	Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks	arXiv	arXiv
2018-05-23	郑佳	Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation (slides)	arXiv	arXiv
2018-05-11	朴智新	Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network (slides)	CVPR 2017	arXiv
2018-05-11	周康	Provable Self-Representation Based Outlier Detection in a Union of Subspaces	CVPR 2017	arXiv
2018-05-04	刘闻	Discriminative Learning of Latent Features for Zero-Shot Recognition	CVPR 2018 (Oral)	arXiv
2018-05-04	胡莉娜	recent-progress-object-detection	Original	NA
2018-04-27	董艳兵	Deep Painterly Harmonization	arXiv	arXiv
2018-04-27	廉东泽	Deep Cross-media Knowledge Transfer	CVPR 2018	arXiv
2018-04-13	黄坤	The Sound of Pixels	arXiv	website
2018-04-13	罗伟鑫	Group Normalization	arXiv	code
2018-03-30	朴智新	An Overview of Segmentation (slides)	Original	NA
2018-03-30	周康	Referring Relationships	CVPR 2018	arXiv
2018-03-30	胡莉娜	Learning Region Features for Object Detection	arXiv	arXiv
2018-03-23	郑佳	Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation	arXiv	arXiv
2018-03-23	张子恒	Generative Adversarial Networks: An Overview	IEEE SPM*	arXiv
2018-03-23	刘闻	Positive-Unlabeled Learning with Non-Negative Risk Estimator	NIPS 2017	code
2018-03-05	黄坤	DensePose: Dense Human Pose Estimation In The Wild	CVPR 2018 (Oral)	website
2018-03-05	罗伟鑫	Tell Me Where to Look: Guided Attention Inference Network	CVPR 2018	arXiv
2018-03-05	徐衍钰	Spherical convolutions and their application in molecular modelling	NIPS 2017 Best Paper	nips
2018-02-26	?	Segmentation from Natural Language Expressions	arXiv	arXiv
2018-02-26	?	SeGAN: Segmenting and Generating the Invisible	CVPR 2018 Spotlight	arXiv
2018-01-29	郑佳	Online Deep Learning: Learning Deep Neural Networks on the Fly (slides)	arXiv	arXiv
2018-01-27	郑佳	A brief Overview of Video Object Segmentation (slides)	Original	NA

• IEEE SPM: IEEE SPM Special Issue on Deep Learning for Visual Understanding