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Part Aware Contrastive Learning for Self-Supervised Action Recognition


May 11, 2023
Yilei Hua, Wenhan Wu, Ce Zheng, Aidong Lu, Mengyuan Liu, Chen Chen, Shiqian Wu

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* 7 pages, 4 figures, accepted by IJCAI 2023 

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Cross-Modal Retrieval for Motion and Text via MildTriple Loss


May 07, 2023
Sheng Yan, Haoqiang Wang, Xin Du, Mengyuan Liu, Hong Liu

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A Mixer Layer is Worth One Graph Convolution: Unifying MLP-Mixers and GCNs for Human Motion Prediction


Apr 07, 2023
Xinshun Wang, Shen Zhao, Chen Chen, Mengyuan Liu

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PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation


Mar 30, 2023
Qitao Zhao, Ce Zheng, Mengyuan Liu, Pichao Wang, Chen Chen

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* Accepted to CVPR 2023. Project page: https://qitaozhao.github.io/PoseFormerV2 

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Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models


Jan 10, 2023
Mengyi Zhao, Mengyuan Liu, Bin Ren, Shuling Dai, Nicu Sebe

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Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-supervised Action Recognition


Dec 07, 2021
Tianyu Guo, Hong Liu, Zhan Chen, Mengyuan Liu, Tao Wang, Runwei Ding

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* Accepted by AAAI2022 

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Lifting Transformer for 3D Human Pose Estimation in Video


Apr 16, 2021
Wenhao Li, Hong Liu, Runwei Ding, Mengyuan Liu, Pichao Wang

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