| 3D Human Action Representation Learning via Cross-View Consistency Pursuit | Apr 29, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual Distillation | Aug 26, 2022 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 | 5 |
| Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition | Dec 7, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action Recognition | Jul 7, 2022 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing Augmentations | Nov 24, 2022 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning | Dec 5, 2022 | Action RecognitionFew-Shot Skeleton-Based Action Recognition | CodeCode Available | 1 | 5 |
| Masked Motion Predictors are Strong 3D Action Representation Learners | Aug 14, 2023 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 | 5 |
| Part Aware Contrastive Learning for Self-Supervised Action Recognition | May 1, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition | Nov 27, 2019 | Action RecognitionDecoder | CodeCode Available | 1 | 5 |
| Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences | Feb 17, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Skeleton-Contrastive 3D Action Representation Learning | Aug 8, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-training | Jul 17, 2023 | Action RecognitionDecoder | CodeCode Available | 1 | 5 |
| STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton Sequences | Jul 15, 2024 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 | 5 |
| Unsupervised 3D Human Pose Representation with Viewpoint and Pose Disentanglement | Jul 14, 2020 | 3D Pose EstimationAction Recognition | CodeCode Available | 1 | 5 |
| Exploring Self-supervised Skeleton-based Action Recognition in Occluded Environments | Sep 21, 2023 | Action RecognitionImputation | CodeCode Available | 1 | 5 |
| Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition | Aug 1, 2020 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Cross-Model Cross-Stream Learning for Self-Supervised Human Action Recognition | Jul 15, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 0 | 5 |
| Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action Recognition | Jan 1, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 0 | 5 |
| HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of Actions | Apr 1, 2023 | Action RecognitionContrastive Learning | CodeCode Available | 0 | 5 |
| Cross-Model Cross-Stream Learning for Self-Supervised Human Action Recognition | Sep 23, 2024 | Action RecognitionContrastive Learning | CodeCode Available | 0 | 5 |
| Spatial Hierarchy and Temporal Attention Guided Cross Masking for Self-supervised Skeleton-based Action Recognition | Sep 26, 2024 | 3D Action RecognitionAction Recognition | CodeCode Available | 0 | 5 |
| DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition | Feb 22, 2023 | Action RecognitionContrastive Learning | —Unverified | 0 | 0 |
| Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition | Apr 3, 2023 | Action RecognitionContrastive Learning | —Unverified | 0 | 0 |
| Unsupervised representation learning with long-term dynamics for skeleton based action recognition | Apr 26, 2018 | Action RecognitionRepresentation Learning | —Unverified | 0 | 0 |
| Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition | Mar 20, 2023 | Action RecognitionContrastive Learning | —Unverified | 0 | 0 |
| SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition | Sep 11, 2023 | Action RecognitionContrastive Learning | —Unverified | 0 | 0 |
| SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition | Sep 1, 2022 | Action RecognitionDecoder | —Unverified | 0 | 0 |
| Contrastive Positive Mining for Unsupervised 3D Action Representation Learning | Aug 6, 2022 | DiversityRepresentation Learning | —Unverified | 0 | 0 |
| Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition | Nov 22, 2021 | Action RecognitionContrastive Learning | —Unverified | 0 | 0 |
| Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition | May 3, 2023 | Action RecognitionContrastive Learning | —Unverified | 0 | 0 |
