% Key papers for Skeleton-based action recognition (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2016_ntu_11723, title = {{NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2019_an_13844, title = {{An Attention Enhanced Graph Convolutional LSTM Network for Skeleton-Based Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{aaai2016_co_105398, title = {{Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2016}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/10451}, } @inproceedings{aaai2017_an_103933, title = {{An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11212}, } @inproceedings{cvpr2017_a_12020, title = {{A New Representation of Skeleton Sequences for 3D Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2020_semantics_16222, title = {{Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2020_gaitpart_15587, title = {{GaitPart: Temporal Part-Based Model for Gait Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2017_modeling_12462, title = {{Modeling Temporal Dynamics and Spatial Configurations of Actions Using Two-Stream Recurrent Neural Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_deep_12979, title = {{Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Tang_Deep_Progressive_Reinforcement_CVPR_2018_paper.html}, } @inproceedings{cvpr2017_deep_12174, title = {{Deep Representation Learning for Human Motion Prediction and Classification}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_potion_13474, title = {{PoTion: Pose MoTion Representation for Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Choutas_PoTion_Pose_MoTion_CVPR_2018_paper.html}, } @inproceedings{cvpr2023_learning_21359, title = {{Learning Discriminative Representations for Skeleton Based Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22594}, } @inproceedings{aaai2018_unsupervised_105744, title = {{Unsupervised Representation Learning With Long-Term Dynamics for Skeleton Based Action Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11853}, } @inproceedings{cvpr2016_regularizing_11811, title = {{Regularizing Long Short Term Memory With 3D Human-Skeleton Sequences for Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2017_spatio_12652, title = {{Spatio-Temporal Naive-Bayes Nearest-Neighbor (ST-NBNN) for Skeleton-Based Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{aaai2020_step_100571, title = {{STEP: Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5490}, } @inproceedings{aaai2022_towards_2864, title = {{Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/01131-towards-to-a-t-spatio-temporal-focus-for-skeleton-based-action-recognition/}, } @inproceedings{cvpr2018_ssnet_13555, title = {{SSNet: Scale Selection Network for Online 3D Action Prediction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Liu_SSNet_Scale_Selection_CVPR_2018_paper.html}, } @inproceedings{cvpr2023_hierarchical_21155, title = {{Hierarchical Temporal Transformer for 3D Hand Pose Estimation and Action Recognition From Egocentric RGB Videos}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22382}, } @inproceedings{aaai2023_self_4645, title = {{Self-Supervised Action Representation Learning from Partial Spatio-Temporal Skeleton Sequences}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/25495}, } @inproceedings{cvpr2025_revealing_27456, title = {{Revealing Key Details to See Differences: A Novel Prototypical Perspective for Skeleton-based Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32933}, } @inproceedings{aaai2024_spatio_7390, title = {{Spatio-Temporal Fusion for Human Action Recognition via Joint Trajectory Graph}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28590}, } @inproceedings{aaai2024_jointly_6365, title = {{Jointly Modeling Spatio-Temporal Features of Tactile Signals for Action Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29288}, } @inproceedings{aaai2026_gait_100739, title = {{Gait Transformer: End-to-End Transformer Backbone for Gait Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/42479}, } @inproceedings{cvpr2025_h_26463, title = {{H-MoRe: Learning Human-centric Motion Representation for Action Analysis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32845}, } @inproceedings{neurips2024_recovering_73900, title = {{Recovering Complete Actions for Cross-dataset Skeleton Action Recognition}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93611}, } @inproceedings{aaai2026_sugar_106545, title = {{SUGAR: Learning Skeleton Representation with Visual-Motion Knowledge for Action Recognition}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38852}, } @inproceedings{icml2026_general_54718, title = {{General Covariant Action Modeling: Constructing Generalized Manifolds via Spatio-Temporal Decoupling}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=rso6Nr7Noz}, } @inproceedings{cvpr2026_action_96090, title = {{Action Motifs: Self-Supervised Hierarchical Representation of Human Body Movements}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Kinoshita_Action_Motifs_Self-Supervised_Hierarchical_Representation_of_Human_Body_Movements_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_exploring_96993, title = {{Exploring Adaptive Masked Reconstruction for Self-Supervised Skeleton-Based Action Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Sun_Exploring_Adaptive_Masked_Reconstruction_for_Self-Supervised_Skeleton-Based_Action_Recognition_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_omg_97582, title = {{OMG-Bench: A New Challenging Benchmark for Skeleton-based Online Micro Hand Gesture Recognition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Chang_OMG-Bench_A_New_Challenging_Benchmark_for_Skeleton-based_Online_Micro_Hand_CVPR_2026_paper.html}, } @inproceedings{iclr2026_gaitsnippet_89354, title = {{GaitSnippet: Gait Recognition Beyond Unordered Sets and Ordered Sequences}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=y4nkSIOX8L}, } @inproceedings{cvpr2026_hypergait_97342, title = {{HyperGait: Unleashing the Power of Parsing for Gait Recognition in the Wild via Hypergraph}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zheng_HyperGait_Unleashing_the_Power_of_Parsing_for_Gait_Recognition_in_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_prism_97537, title = {{PRISM: Learning a Shared Primitive Space for Transferable Skeleton Action Representation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Yang_PRISM_Learning_a_Shared_Primitive_Space_for_Transferable_Skeleton_Action_CVPR_2026_paper.html}, }