Convolutional Sequence to Sequence Model for Human Dynamics
Li, Chen, Zhang, Zhen, Lee, Wee Sun, Lee, Gim Hee·2018·2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
Cited by (364)
Items 201–300 of 364
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- EAN: Error Attenuation Network for Long-term Human Motion PredictionJie Xu, Xuguang Lan, Jin Li, Xingyu Chen, Nanning Zheng · 2019 · China Symposium on Cognitive Computing and Hybrid Intelligence (CCHI)
- AGVNet: Attention Guided Velocity Learning for 3D Human Motion PredictionXiaoli Liu, Jianqin Yin, Jun Liu · 2020 · arXiv (Cornell University)
- 3D Human motion anticipation and classificationEmad Barsoum, John R. Kender, Zicheng Liu · 2020 · arXiv (Cornell University)
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