A Spatio-temporal Transformer for 3D Human Motion Prediction

18 April 2020

Manuel Kaufmann

Otmar Hilliges

Papers citing "A Spatio-temporal Transformer for 3D Human Motion Prediction"

40 / 40 papers shown

Title
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling Guillem Capellera Antonio Rubio Luis Ferraz Antonio Agudo 45 1 0 24 Mar 2025
A Mixture of Experts Approach to 3D Human Motion Prediction Edmund Shieh Joshua Lee Franco Kang Min Bae Tej Lalvani 27 1 0 09 May 2024
Beyond Gait: Learning Knee Angle for Seamless Prosthesis Control in Multiple Scenarios Pengwei Wang Yilong Chen Wan Su Jie Wang Teng Ma Haoyong Yu 25 0 0 10 Apr 2024
PhysReaction: Physically Plausible Real-Time Humanoid Reaction Synthesis via Forward Dynamics Guided 4D Imitation Yunze Liu Changxi Chen Chenjing Ding Li Yi 34 6 0 01 Apr 2024
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations Zixing Wang A. H. Qureshi 3DH 22 1 0 09 Sep 2023
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis Esteve Valls Mascaro Hyemin Ahn Dongheui Lee CVBM 37 4 0 14 Aug 2023
Spatio-Temporal Branching for Motion Prediction using Motion Increments Jiexin Wang Yujie Zhou Jingyao Wang Ying Ba Bing-Huang Su Ji-Rong Wen 3DH 29 10 0 02 Aug 2023
DE-TGN: Uncertainty-Aware Human Motion Forecasting using Deep Ensembles Kareem A. Eltouny Wansong Liu Sibo Tian Minghui Zheng Xiao Liang 3DH 29 7 0 07 Jul 2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding Jokin Labaien T. Idé Pin-Yu Chen E. Zugasti Xabier De Carlos 59 2 0 26 May 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 37 5 0 13 Apr 2023
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 26 9 0 12 Apr 2023
Generating Continual Human Motion in Diverse 3D Scenes Aymen Mir Xavier Puig Angjoo Kanazawa Gerard Pons-Moll 3DH 37 27 0 04 Apr 2023
Can We Use Diffusion Probabilistic Models for 3D Motion Prediction? Hyemin Ahn Esteve Valls Mascaro Dongheui Lee VGen DiffM 16 22 0 28 Feb 2023
Data-Driven Stochastic Motion Evaluation and Optimization with Image by Spatially-Aligned Temporal Encoding Takeru Oba Norimichi Ukita 23 3 0 10 Feb 2023
Planning Coordinated Human-Robot Motions with Neural Network Full-Body Prediction Models Philipp Kratzer Marc Toussaint Jim Mainprice 3DH 30 0 0 24 Oct 2022
Human Joint Kinematics Diffusion-Refinement for Stochastic Motion Prediction Dong Wei Huaijiang Sun Bin Li Jianfeng Lu Weiqing Li Xiaoning Sun Sheng-liang Hu DiffM VGen 27 35 0 12 Oct 2022
A generic diffusion-based approach for 3D human pose prediction in the wild Saeed Saadatnejad Ali-Ahmad Rasekh Mohammadreza Mofayezi Yasamin Medghalchi Sara Rajabzadeh Taylor Mordan Alexandre Alahi DiffM 19 34 0 11 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 223 724 0 29 Sep 2022
DMMGAN: Diverse Multi Motion Prediction of 3D Human Joints using Attention-Based Generative Adverserial Network Payam Nikdel Mohammad Mahdavian Mo Chen 3DH 29 8 0 13 Sep 2022
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling Fabien Baradel Romain Brégier Thibault Groueix Philippe Weinzaepfel Yannis Kalantidis Grégory Rogez ViT 24 14 0 22 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao F. Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming Yang ViT MedIm 34 32 0 08 Aug 2022
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 28 15 0 05 Aug 2022
Interaction Transformer for Human Reaction Generation Baptiste Chopin Hao Tang N. Otberdout Mohamed Daoudi N. Sebe ViT 38 27 0 04 Jul 2022
MotionMixer: MLP-based 3D Human Body Pose Forecasting Arij Bouazizi Adrian Holzbock U. Kressel Klaus C. J. Dietmayer Vasileios Belagiannis 3DH 35 72 0 01 Jul 2022
NeMF: Neural Motion Fields for Kinematic Animation Chen He Jun Saito James Zachary Holly Rushmeier Yi Zhou 3DH 21 45 0 04 Jun 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 14 2 0 25 Apr 2022
GIMO: Gaze-Informed Human Motion Prediction in Context Yang Zheng Yanchao Yang Kaichun Mo Jiaman Li Tao Yu Yebin Liu Karen Liu Leonidas J. Guibas 19 76 0 20 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 27 109 0 30 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 28 29 0 08 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 24 19 0 02 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 19 63 0 30 Dec 2021
FaceFormer: Speech-Driven 3D Facial Animation with Transformers Yingruo Fan Zhaojiang Lin Jun Saito Wenping Wang Taku Komura CVBM 43 195 0 10 Dec 2021
Tracking People by Predicting 3D Appearance, Location & Pose Jathushan Rajasegaran Georgios Pavlakos Angjoo Kanazawa Jitendra Malik 3DH 27 15 0 08 Dec 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Jie Song Otmar Hilliges 3DH DiffM 26 2 0 01 Nov 2021
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers Ángel Martínez-González M. Villamizar J. Odobez ViT 13 69 0 15 Sep 2021
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 30 194 0 16 Aug 2021
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction Dianhao Zhang Ngo Anh Vien Mien Van Seán F. McLoone 3DH HAI 26 6 0 03 Aug 2021
We are More than Our Joints: Predicting how 3D Bodies Move Yan Zhang Michael J. Black Siyu Tang 3DH 27 126 0 01 Dec 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 65 287 0 23 Jul 2020
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 213 1,367 0 06 Jun 2016