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"

22 / 22 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
PhysReaction: Physically Plausible Real-Time Humanoid Reaction Synthesis via Forward Dynamics Guided 4D Imitation Yunze Liu Changxi Chen Chenjing Ding Li Yi 26 6 0 01 Apr 2024
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis Esteve Valls Mascaro Hyemin Ahn Dongheui Lee CVBM 29 4 0 14 Aug 2023
Spatio-Temporal Branching for Motion Prediction using Motion Increments Jiexin Wang Yujie Zhou Wenwen Qiang Ying Ba Bing-Huang Su Ji-Rong Wen 3DH 19 10 0 02 Aug 2023
Diagnostic Spatio-temporal Transformer with Faithful Encoding Jokin Labaien T. Idé Pin-Yu Chen E. Zugasti Xabier De Carlos 42 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 28 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 29 27 0 04 Apr 2023
Data-Driven Stochastic Motion Evaluation and Optimization with Image by Spatially-Aligned Temporal Encoding Takeru Oba Norimichi Ukita 19 3 0 10 Feb 2023
Planning Coordinated Human-Robot Motions with Neural Network Full-Body Prediction Models Philipp Kratzer Marc Toussaint Jim Mainprice 3DH 17 0 0 24 Oct 2022
DMMGAN: Diverse Multi Motion Prediction of 3D Human Joints using Attention-Based Generative Adverserial Network Payam Nikdel Mohammad Mahdavian Mo Chen 3DH 22 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 13 14 0 22 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
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 14 2 0 25 Apr 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 28 28 0 08 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 16 19 0 02 Mar 2022
FaceFormer: Speech-Driven 3D Facial Animation with Transformers Yingruo Fan Zhaojiang Lin Jun Saito Wenping Wang Taku Komura CVBM 24 193 0 10 Dec 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Jie Song Otmar Hilliges 3DH DiffM 16 2 0 01 Nov 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 24 6 0 03 Aug 2021
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 58 284 0 23 Jul 2020
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 190 1,358 0 06 Jun 2016