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Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion

21 May 2023

Jiarui Sun

Girish Chowdhary

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Papers citing "Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion"

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Title
InterDiff: Generating 3D Human-Object Interactions with Physics-Informed Diffusion Sirui Xu Zhengyu Li Yu Wang Liangyan Gui DiffM 104 126 0 31 Aug 2023
Neural Interactive Keypoint Detection Jie Yang Ailing Zeng Feng Li Siyi Liu Ruimao Zhang Lei Zhang 3DV 3DH 69 14 0 20 Aug 2023
MotionGPT: Human Motion as a Foreign Language Biao Jiang Xin Chen Wen Liu Jingyi Yu Gang Yu Tao Chen MLLM 82 296 0 26 Jun 2023
Taming Diffusion Models for Music-driven Conducting Motion Generation Zhuoran Zhao Jinbin Bai Delong Chen Debang Wang Yubo Pan DiffM 109 12 0 15 Jun 2023
Stochastic Multi-Person 3D Motion Forecasting Sirui Xu Yu-Xiong Wang Liangyan Gui DiffM 73 25 0 08 Jun 2023
Towards Accurate Human Motion Prediction via Iterative Refinement Jiarui Sun Girish Chowdhary 3DH 44 4 0 08 May 2023
Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes Xu Ju Ailing Zeng Jianan Wang Qian Xu Lei Zhang 3DH 72 48 0 05 Mar 2023
Diverse Human Motion Prediction Guided by Multi-Level Spatial-Temporal Anchors Sirui Xu Yu-Xiong Wang Liangyan Gui 75 45 0 09 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 64 62 0 07 Feb 2023
Imitating Human Behaviour with Diffusion Models Tim Pearce Tabish Rashid Anssi Kanervisto David Bignell Mingfei Sun ... Sergio Valcarcel Macua Shan Zheng Tan Ida Momennejad Katja Hofmann Sam Devlin DiffM 105 222 0 25 Jan 2023
MoFusion: A Framework for Denoising-Diffusion-based Motion Synthesis Rishabh Dabral Muhammad Hamza Mughal Vladislav Golyanik Christian Theobalt DiffM VGen 81 180 0 08 Dec 2022
PhysDiff: Physics-Guided Human Motion Diffusion Model Ye Yuan Jiaming Song Umar Iqbal Arash Vahdat Jan Kautz VGen DiffM 127 255 0 05 Dec 2022
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction German Barquero Sergio Escalera Cristina Palmero VGen DiffM 63 71 0 25 Nov 2022
EDGE: Editable Dance Generation From Music Jo-Han Tseng Rodrigo Castellon Chenxi Liu 99 240 0 19 Nov 2022
Listen, Denoise, Action! Audio-Driven Motion Synthesis with Diffusion Models Simon Alexanderson Rajmund Nagy Jonas Beskow G. Henter DiffM VGen 77 172 0 17 Nov 2022
DPM-Solver++: Fast Solver for Guided Sampling of Diffusion Probabilistic Models Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 184 614 0 02 Nov 2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez 92 74 0 19 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 61 38 0 12 Oct 2022
Human Motion Diffusion Model Guy Tevet Sigal Raab Brian Gordon Yonatan Shafir Daniel Cohen-Or Amit H. Bermano DiffM VGen 285 767 0 29 Sep 2022
Diffusion Models in Vision: A Survey Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah DiffM VLM MedIm 337 1,238 0 10 Sep 2022
MotionDiffuse: Text-Driven Human Motion Generation with Diffusion Model Mingyuan Zhang Zhongang Cai Liang Pan Fangzhou Hong Xinying Guo Lei Yang Ziwei Liu DiffM VGen 122 580 0 31 Aug 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya Zhang 3DH 117 48 0 31 Jul 2022
Diverse Human Motion Prediction via Gumbel-Softmax Sampling from an Auxiliary Space Lingwei Dang Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 70 36 0 15 Jul 2022
Back to MLP: A Simple Baseline for Human Motion Prediction Wenya Guo Yuming Du Xi Shen Vincent Lepetit Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 88 115 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 94 75 0 01 Jul 2022
Diffusion-GAN: Training GANs with Diffusion Zhendong Wang Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 73 234 0 05 Jun 2022
DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps Cheng Lu Yuhao Zhou Fan Bao Jianfei Chen Chongxuan Li Jun Zhu DiffM 241 1,464 0 02 Jun 2022
Fast Sampling of Diffusion Models with Exponential Integrator Qinsheng Zhang Yongxin Chen DiffM 91 439 0 29 Apr 2022
FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis Rongjie Huang Max W. Y. Lam Jun Wang Dan Su Dong Yu Yi Ren Zhou Zhao DiffM 74 172 0 21 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
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 85 30 0 08 Mar 2022
Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph Shuijing Liu Peixin Chang Zhe Huang Neeloy Chakraborty Kaiwen Hong Weihang Liang D. L. McPherson Junyi Geng Katherine Driggs-Campbell 99 78 0 03 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 505 15,788 0 20 Dec 2021
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs Zhisheng Xiao Karsten Kreis Arash Vahdat DiffM 102 560 0 15 Dec 2021
Deblurring via Stochastic Refinement Jay Whang M. Delbracio Hossein Talebi Chitwan Saharia A. Dimakis P. Milanfar DiffM 90 275 0 05 Dec 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 60 77 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 71 194 0 16 Aug 2021
Variational Diffusion Models Diederik P. Kingma Tim Salimans Ben Poole Jonathan Ho DiffM 198 1,138 0 01 Jul 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 58 79 0 17 Jun 2021
Multi-Person Extreme Motion Prediction Wen Guo Xiaoyu Bie Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 98 72 0 18 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 271 7,958 0 11 May 2021
Behavior-Driven Synthesis of Human Dynamics A. Blattmann Timo Milbich Michael Dorkenwald Bjorn Ommer 66 14 0 08 Mar 2021
Improved Denoising Diffusion Probabilistic Models Alex Nichol Prafulla Dhariwal DiffM 354 3,728 0 18 Feb 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 78 261 0 09 Feb 2021
We are More than Our Joints: Predicting how 3D Bodies Move Yan Zhang Michael J. Black Siyu Tang 3DH 100 131 0 01 Dec 2020
Denoising Diffusion Implicit Models Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 302 7,492 0 06 Oct 2020
DiffWave: A Versatile Diffusion Model for Audio Synthesis Zhifeng Kong Ming-Yu Liu Jiaji Huang Kexin Zhao Bryan Catanzaro DiffM BDL 166 1,468 0 21 Sep 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 99 292 0 23 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 745 18,364 0 19 Jun 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 85 231 0 18 Apr 2020