| VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training | Mar 23, 2022 | 4kAction Classification | CodeCode Available | 3 |
| VideoMAE V2: Scaling Video Masked Autoencoders with Dual Masking | Mar 29, 2023 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| Part Aware Contrastive Learning for Self-Supervised Action Recognition | May 1, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences | Feb 17, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Similarity Contrastive Estimation for Image and Video Soft Contrastive Self-Supervised Learning | Dec 21, 2022 | Contrastive LearningLinear evaluation | CodeCode Available | 1 |
| Masked Video Distillation: Rethinking Masked Feature Modeling for Self-supervised Video Representation Learning | Dec 8, 2022 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| XKD: Cross-modal Knowledge Distillation with Domain Alignment for Video Representation Learning | Nov 25, 2022 | Action ClassificationClassification | CodeCode Available | 1 |
| EVEREST: Efficient Masked Video Autoencoder by Removing Redundant Spatiotemporal Tokens | Nov 19, 2022 | Action RecognitionObject State Change Classification | CodeCode Available | 1 |
| Masked Motion Encoding for Self-Supervised Video Representation Learning | Oct 12, 2022 | MMEOptical Flow Estimation | CodeCode Available | 1 |
| SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos | Jun 25, 2022 | Action ClassificationClustering | CodeCode Available | 1 |
| Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition | Dec 7, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Self-Supervised Audio-Visual Representation Learning with Relaxed Cross-Modal Synchronicity | Nov 9, 2021 | Audio ClassificationRetrieval | CodeCode Available | 1 |
| Learning the Predictability of the Future | Jun 19, 2021 | Representation LearningSelf-Supervised Action Recognition | CodeCode Available | 1 |
| Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting | Jun 18, 2021 | Action RecognitionAction Recognition In Videos | CodeCode Available | 1 |
| Broaden Your Views for Self-Supervised Video Learning | Mar 30, 2021 | Audio ClassificationOptical Flow Estimation | CodeCode Available | 1 |
| TCLR: Temporal Contrastive Learning for Video Representation | Jan 20, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Pretext-Contrastive Learning: Toward Good Practices in Self-supervised Video Representation Leaning | Oct 29, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning | Oct 27, 2020 | Action RecognitionRepresentation Learning | CodeCode Available | 1 |
| Self-supervised Co-training for Video Representation Learning | Oct 19, 2020 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Spatiotemporal Contrastive Video Representation Learning | Aug 9, 2020 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework | Aug 6, 2020 | Action Recognition In VideosContrastive Learning | CodeCode Available | 1 |
| Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning | Jun 1, 2020 | Action RecognitionDecoder | CodeCode Available | 1 |
| Audio-Visual Instance Discrimination with Cross-Modal Agreement | Apr 27, 2020 | Action RecognitionAudio Classification | CodeCode Available | 1 |
| SpeedNet: Learning the Speediness in Videos | Apr 13, 2020 | Action RecognitionBinary Classification | CodeCode Available | 1 |
| Temporally Coherent Embeddings for Self-Supervised Video Representation Learning | Mar 21, 2020 | Action RecognitionMetric Learning | CodeCode Available | 1 |
