% Key papers for Contrastive video representation learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{icml2021_is_39483, title = {{Is Space-Time Attention All You Need for Video Understanding?}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2021}, url = {https://icml.cc/virtual/2021/poster/8941}, } @inproceedings{cvpr2016_anticipating_11401, title = {{Anticipating Visual Representations From Unlabeled Video}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2017_self_12618, title = {{Self-Supervised Video Representation Learning With Odd-One-Out Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2019_self_14800, title = {{Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2019_self_103476, title = {{Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4873}, } @inproceedings{neurips2021_vatt_62247, title = {{VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2021}, url = {https://nips.cc/virtual/2021/poster/27777}, } @inproceedings{neurips2018_cooperative_56983, title = {{Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11745}, } @inproceedings{cvpr2020_few_15548, title = {{Few-Shot Video Classification via Temporal Alignment}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{neurips2020_self_60809, title = {{Self-supervised Co-Training for Video Representation Learning}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/16825}, } @inproceedings{neurips2020_self_60802, title = {{Self-Supervised Learning by Cross-Modal Audio-Video Clustering}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/16912}, } @inproceedings{cvpr2019_adaframe_13821, title = {{AdaFrame: Adaptive Frame Selection for Fast Video Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_video_16448, title = {{Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_memvit_19325, title = {{MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{aaai2020_video_103733, title = {{Video Cloze Procedure for Self-Supervised Spatio-Temporal Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6840}, } @inproceedings{cvpr2016_slow_11872, title = {{Slow and Steady Feature Analysis: Higher Order Temporal Coherence in Video}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2018_geometry_13158, title = {{Geometry Guided Convolutional Neural Networks for Self-Supervised Video Representation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Gan_Geometry_Guided_Convolutional_CVPR_2018_paper.html}, } @inproceedings{cvpr2016_you_11985, title = {{You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly Exploiting Web Videos and Images}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{aaai2020_an_99763, title = {{An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5364}, } @inproceedings{cvpr2022_self_19838, title = {{Self-Supervised Video Transformer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_vita_22549, title = {{Vita-CLIP: Video and Text Adaptive CLIP via Multimodal Prompting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21282}, } @inproceedings{cvpr2024_ost_24318, title = {{OST: Refining Text Knowledge with Optimal Spatio-Temporal Descriptor for General Video Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29252}, } @inproceedings{cvpr2024_understanding_25120, title = {{Understanding Video Transformers via Universal Concept Discovery}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31314}, } @inproceedings{cvpr2025_beyond_25578, title = {{Beyond Image Classification: A Video Benchmark and Dual-Branch Hybrid Discrimination Framework for Compositional Zero-Shot Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32730}, } @inproceedings{cvpr2025_viewpoint_28109, title = {{Viewpoint Rosetta Stone: Unlocking Unpaired Ego-Exo Videos for View-invariant Representation Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33713}, } @inproceedings{neurips2025_smooth_80236, title = {{Smooth Regularization for Efficient Video Recognition}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=xcrAO2jYPi}, } @inproceedings{iclr2026_privacy_88516, title = {{Privacy Beyond Pixels: Latent Anonymization for Privacy-Preserving Video Understanding}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=ncA3UUL0Ri}, } @inproceedings{neurips2026_lookwhen_91004, title = {{LookWhen? Fast Video Recognition by Learning When, Where, and What to Compute}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/149223}, } @inproceedings{neurips2026_not_95063, title = {{Not All Layers Are Equal in Image-to-Video Transfer}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2026}, url = {https://neurips.cc/virtual/2026/poster/153476}, }