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Self-supervised Skeleton-based Action Recognition

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TitleStatusHype
Spatial Hierarchy and Temporal Attention Guided Cross Masking for Self-supervised Skeleton-based Action RecognitionCode0
Cross-Model Cross-Stream Learning for Self-Supervised Human Action RecognitionCode0
STARS: Self-supervised Tuning for 3D Action Recognition in Skeleton SequencesCode1
Exploring Self-supervised Skeleton-based Action Recognition in Occluded EnvironmentsCode1
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition—0
Masked Motion Predictors are Strong 3D Action Representation LearnersCode1
SkeletonMAE: Graph-based Masked Autoencoder for Skeleton Sequence Pre-trainingCode1
Cross-Model Cross-Stream Learning for Self-Supervised Human Action RecognitionCode0
Cross-Stream Contrastive Learning for Self-Supervised Skeleton-Based Action Recognition—0
Part Aware Contrastive Learning for Self-Supervised Action RecognitionCode1
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition—0
HaLP: Hallucinating Latent Positives for Skeleton-based Self-Supervised Learning of ActionsCode0
Actionlet-Dependent Contrastive Learning for Unsupervised Skeleton-Based Action Recognition—0
DMMG: Dual Min-Max Games for Self-Supervised Skeleton-Based Action Recognition—0
Self-supervised Action Representation Learning from Partial Spatio-Temporal Skeleton SequencesCode1
Modeling the Relative Visual Tempo for Self-supervised Skeleton-based Action RecognitionCode0
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation LearningCode1
Hierarchical Consistent Contrastive Learning for Skeleton-Based Action Recognition with Growing AugmentationsCode1
SkeletonMAE: Spatial-Temporal Masked Autoencoders for Self-supervised Skeleton Action Recognition—0
CMD: Self-supervised 3D Action Representation Learning with Cross-modal Mutual DistillationCode1
Contrastive Positive Mining for Unsupervised 3D Action Representation Learning—0
Contrastive Learning from Spatio-Temporal Mixed Skeleton Sequences for Self-Supervised Skeleton-Based Action RecognitionCode1
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action RecognitionCode1
Contrast-reconstruction Representation Learning for Self-supervised Skeleton-based Action Recognition—0
Skeleton-Contrastive 3D Action Representation LearningCode1
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