Human Motion Prediction via Spatio-Temporal Inpainting

13 December 2018

Alejandro Hernandez Ruiz

Juergen Gall

Francesc Moreno-Noguer

3DH

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Papers citing "Human Motion Prediction via Spatio-Temporal Inpainting"

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Title
Text-driven Motion Generation: Overview, Challenges and Directions Ali Rida Sahili Najett Neji Hedi Tabia VGen 38 0 0 14 May 2025
DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding Jungbin Cho Junwan Kim Jisoo Kim Minseo Kim Mingu Kang S. Hong Tae-Hyun Oh Youngjae Yu VGen 94 1 0 29 Nov 2024
Dance Any Beat: Blending Beats with Visuals in Dance Video Generation Xuanchen Wang Heng Wang Dongnan Liu Weidong Cai 38 3 0 15 May 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 57 16 0 04 Apr 2024
Expressive Forecasting of 3D Whole-body Human Motions Pengxiang Ding Qiongjie Cui Min Zhang Mengyuan Liu Haofan Wang Donglin Wang 50 5 0 19 Dec 2023
Online Action Recognition for Human Risk Prediction with Anticipated Haptic Alert via Wearables Cheng Guo Lorenzo Rapetti Kourosh Darvish Riccardo Grieco Francesco Draicchio Daniele Pucci 38 1 0 14 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 34 14 0 20 Oct 2023
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations Zixing Wang A. H. Qureshi 3DH 22 1 0 09 Sep 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Xiaozhong Liu 78 31 0 27 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
Persistent-Transient Duality: A Multi-mechanism Approach for Modeling Human-Object Interaction Hung Tran Vuong Le Svetha Venkatesh T. Tran 33 1 0 24 Jul 2023
Human Motion Generation: A Survey Wentao Zhu Xiaoxuan Ma Dongwoo Ro Hai Ci Jinlu Zhang Jiaxin Shi Feng Gao Qi Tian Yizhou Wang VGen 47 53 0 20 Jul 2023
Dance Generation by Sound Symbolic Words Miki Okamura Naruya Kondo Tatsuki Fushimi Maki Sakamoto Yoichi Ochiai 27 4 0 06 Jun 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
Diverse Motion In-betweening with Dual Posture Stitching Tianxiang Ren Jubo Yu Shihui Guo Ying Ma Yutao Ouyang Zi-Xin Zeng Yazhan Zhang Yipeng Qin VGen DiffM 23 2 0 25 Mar 2023
Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations Quanzhou Li Jingbo Wang Chen Change Loy Bo Dai 34 25 0 23 Mar 2023
Simultaneous Action Recognition and Human Whole-Body Motion and Dynamics Prediction from Wearable Sensors Kourosh Darvish S. Ivaldi Daniele Pucci AI4CE 31 2 0 14 Mar 2023
Robust Human Motion Forecasting using Transformer-based Model Esteve Valls Mascaro Shuo Ma Hyemin Ahn Dongheui Lee 28 8 0 16 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
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 36 57 0 07 Feb 2023
Audio2Gestures: Generating Diverse Gestures from Audio Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Linchao Bao Zhenyu He DiffM SLR 32 8 0 17 Jan 2023
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis Rishabh Dabral Muhammad Hamza Mughal Vladislav Golyanik Christian Theobalt DiffM VGen 32 172 0 08 Dec 2022
Muscles in Action Mia Chiquier Carl Vondrick 6 1 0 05 Dec 2022
Rethinking Learning Approaches for Long-Term Action Anticipation Megha Nawhal Akash Abdu Jyothi Greg Mori AI4TS 39 26 0 20 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
Skeleton2Humanoid: Animating Simulated Characters for Physically-plausible Motion In-betweening Yunhao Li Zhenbo Yu Yucheng Zhu Bingbing Ni Guangtao Zhai Wei Shen 41 9 0 09 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
PoseBERT: A Generic Transformer Module for Temporal 3D Human Modeling Fabien Baradel Romain Brégier Thibault Groueix Philippe Weinzaepfel Yannis Kalantidis Grégory Rogez ViT 27 14 0 22 Aug 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 29 7 0 02 Aug 2022
Diverse Dance Synthesis via Keyframes with Transformer Controllers Junjun Pan Siyuan Wang Junxuan Bai J. Dai 29 7 0 13 Jul 2022
MoDi: Unconditional Motion Synthesis from Diverse Data Sigal Raab Inbal Leibovitch Peizhuo Li Kfir Aberman O. Sorkine-Hornung Daniel Cohen-Or DiffM 19 54 0 16 Jun 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 39 33 0 31 May 2022
COUCH: Towards Controllable Human-Chair Interactions Xiaohan Zhang Bharat Lal Bhatnagar V. Guzov Sebastian Starke Gerard Pons-Moll 52 97 0 01 May 2022
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 35 13 0 04 Apr 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 27 89 0 03 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 39 39 0 24 Jan 2022
SAGA: Stochastic Whole-Body Grasping with Contact Yongpeng Wu Jiahao Wang Yan Zhang Siwei Zhang Otmar Hilliges Feng Yu Siyu Tang SLR 24 77 0 19 Dec 2021
EgoBody: Human Body Shape and Motion of Interacting People from Head-Mounted Devices Siwei Zhang Qianli Ma Yan Zhang Zhiyin Qian Taein Kwon Marc Pollefeys Federica Bogo Siyu Tang 32 92 0 14 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris M. Kitani Jan Kautz 3DH 50 114 0 02 Dec 2021
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 24 11 0 01 Dec 2021
Multi-Person 3D Motion Prediction with Multi-Range Transformers Jiashun Wang Huazhe Xu Medhini Narasimhan Xiaolong Wang ViT 43 73 0 23 Nov 2021
Render In-between: Motion Guided Video Synthesis for Action Interpolation Hsuan-I Ho Xu Chen Mingli Song Otmar Hilliges 3DH DiffM 28 2 0 01 Nov 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 41 143 0 09 Oct 2021
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers Ángel Martínez-González M. Villamizar J. Odobez ViT 13 70 0 15 Sep 2021
Learning Motion Priors for 4D Human Body Capture in 3D Scenes Siwei Zhang Yan Zhang Federica Bogo Marc Pollefeys Siyu Tang 3DH 33 104 0 23 Aug 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 27 75 0 19 Aug 2021
MSR-GCN: Multi-Scale Residual Graph Convolution Networks for Human Motion Prediction Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 36 194 0 16 Aug 2021
Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Zhenyu He Linchao Bao SLR 41 101 0 15 Aug 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 16 79 0 17 Jun 2021
Single-Shot Motion Completion with Transformer Yinglin Duan Tianyang Shi Zhengxia Zou Yenan Lin Zhehui Qian Bohan Zhang U. Michigan ViT 26 75 0 01 Mar 2021