Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space

15 July 2022

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Papers citing "Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space"

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Title
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE Xiaoyu Bie Wen Guo Simon Leglaive Laurent Girin Francesc Moreno-Noguer Xavier Alameda-Pineda VGen 3DH 88 13 0 04 Apr 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Tiezheng Ma Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 57 113 0 30 Mar 2022
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction Zhenguang Liu Shuang Wu Shuyuan Jin S. Ji Qi Liu Shijian Lu Li Cheng 3DH 44 65 0 30 Dec 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 51 77 0 19 Aug 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 167 233 0 16 Aug 2021
Dual Graph Convolutional Networks with Transformer and Curriculum Learning for Image Captioning Xinzhi Dong Chengjiang Long Wenju Xu Chunxia Xiao ViT 119 67 0 05 Aug 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 56 59 0 17 Mar 2021
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 87 292 0 23 Jul 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 72 231 0 18 Apr 2020
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 84 191 0 20 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 56 192 0 05 Oct 2019
Diverse Trajectory Forecasting with Determinantal Point Processes Ye Yuan Kris Kitani 41 134 0 11 Jul 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 105 142 0 06 Apr 2019
Action-Agnostic Human Pose Forecasting Hsu-kuang Chiu Ehsan Adeli Borui Wang De-An Huang Juan Carlos Niebles 3DH 68 163 0 23 Oct 2018
MT-VAE: Learning Motion Transformations to Generate Multimodal Human Dynamics Xinchen Yan Akash Rastogi Ruben Villegas Kalyan Sunkavalli Eli Shechtman Sunil Hadap Ersin Yumer Honglak Lee 65 151 0 14 Aug 2018
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective Apratim Bhattacharyya Bernt Schiele Mario Fritz 68 116 0 20 Jun 2018
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 86 331 0 27 Nov 2017
DeLiGAN : Generative Adversarial Networks for Diverse and Limited Data Swaminathan Gurumurthy Ravi Kiran Sarvadevabhatla R. Venkatesh Babu GAN 69 272 0 07 Jun 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 95 350 0 28 Apr 2017
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data Sijie Song Cuiling Lan Junliang Xing Wenjun Zeng Jiaying Liu 189 988 0 18 Nov 2016
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders Nat Dilokthanakul P. Mediano M. Garnelo M. J. Lee Hugh Salimbeni Kai Arulkumaran Murray Shanahan DRL 74 658 0 08 Nov 2016