一个近几年来各大顶会关于视频文本检索库，同步我的博客：https://blog.csdn.net/AAliuxiaolei/article/details/121433833
附一个比较好总结的GitHub仓库
https://github.com/danieljf24/awesome-video-text-retrieval
- ICCV
| 2021 https://openaccess.thecvf.com/ICCV2021 |
|---|
| TeachText: CrossModal Generalized Distillation for Text-Video Retrieval |
| HiT: Hierarchical Transformer With Momentum Contrast for Video-Text Retrieval |
| TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment |
| 2019 https://openaccess.thecvf.com/ICCV2019 |
| Neighborhood Preserving Hashing for Scalable Video Retrieval |
| SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval |
| HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips |
- SIGIR
| 2021 https://sigir.org/sigir2021/accepted-papers/ |
|---|
| Improving Video Retrieval by Adaptive Margin |
| Hierarchical Cross-Modal Graph Consistency Learning for Video-Text Retrieval |
| 2020 http://www.sigir.org/sigir2020/accepted-papers/ |
| Tree-augmented Cross-Modal Encoding for Complex-Query Video Retrieval |
| 2019 http://sigir.org/sigir2019/program/accepted/ |
| 无 |
- ACM MM
| 2021 https://2021.acmmm.org/main-track-list |
|---|
| Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training |
| HANet: Hierarchical Alignment Networks for Video-Text Retrieval |
| Discriminative Latent Semantic Graph for Video Captioning |
| Fine-grained Cross-modal Alignment Network for Text-Video Retrieval |
| Learning Segment Similarity and Alignment in Large-Scale Content Based Video Retrieval |
| Progressive Semantic Matching for Video-Text Retrieval |
| CoCo-BERT: Improving Video-Language Pre-training with Contrastive Cross-modal Matching and Denoising∗ |
| 2020 https://2020.acmmm.org/main-track-list.html |
| Interpretable Embedding for Ad-Hoc Video Search |
| Memory Enhanced Embedding Learning for Cross-Modal Video-Text Retrieval |
| A W2VV++ Case Study with Automated and Interactive Text-to-Video Retrieval |
| 2019 https://2019.acmmm.org/accepted-papers/index.html |
| You Only Recognize Once: Towards Fast Video Text Spotting |
- AAAI
| 2021 https://aaai.org/Conferences/AAAI-21/wp-content/uploads/2020/12/AAAI-21_Accepted-Paper-List.Main_.Technical.Track_.pdf |
|---|
| Mind-the-Gap! Unsupervised Domain Adaptation for Text-Video Retrieval |
| 2020 https://aaai.org/Conferences/AAAI-20/wp-content/uploads/2020/01/AAAI-20-Accepted-Paper-List.pdf |
| 无 |
| 2019 https://aaai.org/Conferences/AAAI-19/wp-content/uploads/2018/11/AAAI-19_Accepted_Papers.pdf |
| 无 |
- IJCAI
| 2021 https://www.ijcai.org/proceedings/2021/ |
|---|
| Dig into Multi-modal Cues for Video Retrieval with Hierarchical Alignment |
| 2020 https://www.ijcai.org/proceedings/2020/ |
| Exploiting Visual Semantic Reasoning for Video-Text Retrieval |
| 2019 https://www.ijcai.org/proceedings/2019/ |
| 无 |
- CVPR
| 2021 https://openaccess.thecvf.com/CVPR2021 |
|---|
| T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval |
| On Semantic Similarity in Video Retrieval |
| Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers |
| Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval |
| Less is more: Clipbert for video-and-language learning via sparse sampling |
| Mdmmt: Multidomain multimodal transformer for video retrieval |
| 2020 https://openaccess.thecvf.com/CVPR2020_search |
| ActBERT: Learning Global-Local Video-Text Representations |
| Fine-Grained Video-Text Retrieval With Hierarchical Graph Reasoning |
| 2019 https://openaccess.thecvf.com/CVPR2019_search |
| 无 |
- WACV
| 2021 https://openaccess.thecvf.com/WACV2021 |
|---|
| Temporal Context Aggregation for Video Retrieval With Contrastive Learning |
| 2019 https://openaccess.thecvf.com/WACV2020_search |
| 无 |
- ECCV
| 2020 |
|---|
| Gabeur, Valentin, et al. "Multi-modal transformer for video retrieval." Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23–28, 2020, Proceedings, Part IV 16. Springer International Publishing, 2020. |
| Graph Wasserstein Correlation Analysis for Movie Retrieval |
- ICLR
| 2022 https://openreview.net/group?id=ICLR.cc/2021/Conference |
|---|
| LEARNING CONTEXT-ADAPTED VIDEO-TEXT RETRIEVAL BY ATTENDING TO USER COMMENTS |
| 2021 https://openreview.net/group?id=ICLR.cc/2021/Conference |
| PARAMETER EFFICIENT MULTIMODAL TRANSFORMERS FOR VIDEO REPRESENTATION LEARNING |
| Support-set bottlenecks for video-text representation learning |
| 2020 https://openreview.net/group?id=ICLR.cc/2021/Conference |
| 无 |
| 2019 https://openreview.net/group?id=ICLR.cc/2019/Conference |
| 无 |
- TIP
| 2021 https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=9263394&punumber=83&sortType=vol-only-seq&searchWithin=retrieval&pageNumber=6 |
|---|
| Semantics-Aware Spatial-Temporal Binaries for Cross-Modal Video Retrieval |
| 2020 |
| 无 |
| 2019 |
| 无 |
- TPAMI
| 2021 https://ieeexplore.ieee.org/xpl/tocresult.jsp?isnumber=4359286&searchWithin=video&pageNumber=1 |
|---|
| Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation |
| Dual Encoding for Video Retrieval by Text |
| Universal Weighting Metric Learning for Cross-Modal Retrieval |
| Self-supervised Video Representation Learning by Uncovering Spatio-temporal Statistics |