On human motion prediction using recurrent neural networks

6 May 2017

Papers citing "On human motion prediction using recurrent neural networks"

50 / 56 papers shown

Title
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling Guillem Capellera Antonio Rubio Luis Ferraz Antonio Agudo 42 1 0 24 Mar 2025
On Information-Theoretic Measures of Predictive Uncertainty Kajetan Schweighofer L. Aichberger Mykyta Ielanskyi Sepp Hochreiter UQCV UD 16 0 0 14 Oct 2024
Synergy and Synchrony in Couple Dances V. Maluleke Lea Müller Jathushan Rajasegaran Georgios Pavlakos Shiry Ginosar Angjoo Kanazawa Jitendra Malik 30 2 0 06 Sep 2024
Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis Tingyu Liu Jun Huang Chenyi Weng 11 0 0 08 Jul 2024
A Mixture of Experts Approach to 3D Human Motion Prediction Edmund Shieh Joshua Lee Franco Kang Min Bae Tej Lalvani 16 1 0 09 May 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 43 16 0 04 Apr 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie M. Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 45 0 0 15 Jan 2024
PhysHOI: Physics-Based Imitation of Dynamic Human-Object Interaction Yinhuai Wang Jing Lin Ailing Zeng Zhengyi Luo Jian Andrew Zhang Lei Zhang 11 35 0 07 Dec 2023
PACE: Human and Camera Motion Estimation from in-the-wild Videos Muhammed Kocabas Ye Yuan Pavlo Molchanov Yunrong Guo Michael J. Black Otmar Hilliges Jan Kautz Umar Iqbal 3DH 21 14 0 20 Oct 2023
Dynamic Hand Gesture-Featured Human Motor Adaptation in Tool Delivery using Voice Recognition Haolin Fei Stefano Tedeschi Yanpei Huang Andrew Kennedy Ziwei Wang 9 0 0 20 Sep 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction Mohsen Zand Ali Etemad Michael A. Greenspan 3DH 6 2 0 31 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 36 30 0 27 Aug 2023
A Unified Masked Autoencoder with Patchified Skeletons for Motion Synthesis Esteve Valls Mascaro Hyemin Ahn Dongheui Lee CVBM 23 4 0 14 Aug 2023
Controlling Character Motions without Observable Driving Source Weiyuan Li Bin Dai Ziyi Zhou Qi Yao Baoyuan Wang VGen 6 1 0 11 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 11 10 0 02 Aug 2023
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction Hung Tran Vuong Le Svetha Venkatesh T. Tran 22 1 0 24 Jul 2023
An NMPC-ECBF Framework for Dynamic Motion Planning and Execution in vision-based Human-Robot Collaboration Dianhao Zhang Mien Van Pantelis Sopasakis Seán F. McLoone 16 1 0 14 Apr 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction Qiongjie Cui Huaijiang Sun Jianfeng Lu Bin Li Weiqing Li 3DH OOD 25 5 0 13 Apr 2023
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 8 1 0 11 Apr 2023
Generating Continual Human Motion in Diverse 3D Scenes Aymen Mir Xavier Puig Angjoo Kanazawa Gerard Pons-Moll 3DH 24 27 0 04 Apr 2023
Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations Quanzhou Li Jingbo Wang Chen Change Loy Bo Dai 15 26 0 23 Mar 2023
Data-Driven Stochastic Motion Evaluation and Optimization with Image by Spatially-Aligned Temporal Encoding Takeru Oba Norimichi Ukita 16 3 0 10 Feb 2023
Synthesizing Physical Character-Scene Interactions Mohamed Hassan Yunrong Guo Tingwu Wang Michael J. Black Sanja Fidler Xue Bin Peng 8 81 0 02 Feb 2023
Locomotion-Action-Manipulation: Synthesizing Human-Scene Interactions in Complex 3D Environments Jiye Lee Hanbyul Joo 8 37 0 09 Jan 2023
IMos: Intent-Driven Full-Body Motion Synthesis for Human-Object Interactions Anindita Ghosh Rishabh Dabral Vladislav Golyanik Christian Theobalt P. Slusallek DiffM 14 86 0 14 Dec 2022
Planning Coordinated Human-Robot Motions with Neural Network Full-Body Prediction Models Philipp Kratzer Marc Toussaint Jim Mainprice 3DH 12 0 0 24 Oct 2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez 6 67 0 19 Oct 2022
DMMGAN: Diverse Multi Motion Prediction of 3D Human Joints using Attention-Based Generative Adverserial Network Payam Nikdel Mohammad Mahdavian Mo Chen 3DH 17 8 0 13 Sep 2022
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 12 7 0 02 Aug 2022
Recurrent Transformer Variational Autoencoders for Multi-Action Motion Synthesis Rania Briq Chuhang Zou L. Pishchulin Christopher Broaddus Juergen Gall 6 1 0 14 Jun 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 8 2 0 25 Apr 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 17 365 0 25 Apr 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 25 28 0 08 Mar 2022
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios Germán Barquero Johnny Núnez Zhen Xu Sergio Escalera Wei-Wei Tu Isabelle M Guyon Cristina Palmero CVBM 24 12 0 07 Mar 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 19 89 0 03 Mar 2022
H4D: Human 4D Modeling by Learning Neural Compositional Representation Boyan Jiang Yinda Zhang Xingkui Wei Xiangyang Xue Yanwei Fu 3DH 11 19 0 02 Mar 2022
Consistent 3D Hand Reconstruction in Video via self-supervised Learning Zhigang Tu Zhishen Huang Yujin Chen Di Kang Linchao Bao Bisheng Yang Junsong Yuan 3DH 30 37 0 24 Jan 2022
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 26 115 0 02 Dec 2021
Pose Representations for Deep Skeletal Animation Nefeli Andreou A. Aristidou Y. Chrysanthou 3DH 13 8 0 27 Nov 2021
Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion Anthony Bourached Robert J. Gray Xiaodong Guan Ryan-Rhys Griffiths A. Jha P. Nachev 3DH DRL 8 1 0 24 Nov 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Jie Song Otmar Hilliges 3DH DiffM 13 2 0 01 Nov 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 28 141 0 09 Oct 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 21 6 0 03 Aug 2021
3D Human Action Representation Learning via Cross-View Consistency Pursuit Linguo Li Minsi Wang Bingbing Ni Hang Wang Jiancheng Yang Wenjun Zhang 108 154 0 29 Apr 2021
Learning to dance: A graph convolutional adversarial network to generate realistic dance motions from audio João P. Ferreira Thiago M. Coutinho Thiago L. Gomes J. F. Neto Rafael Azevedo Renato Martins Erickson R. Nascimento GAN 17 68 0 25 Nov 2020
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 42 47 0 27 Jul 2020
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 22 180 0 27 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 16 186 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-Qin Zhang Yanfeng Wang D. Ebert 3DH 13 180 0 05 Oct 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 19 7 0 04 Sep 2019