DLow: Diversifying Latent Flows for Diverse Human Motion Prediction

18 March 2020

Papers citing "DLow: Diversifying Latent Flows for Diverse Human Motion Prediction"

50 / 65 papers shown

Title
HUMOS: Human Motion Model Conditioned on Body Shape Shashank Tripathi Omid Taheri Christoph Lassner Michael J. Black Daniel Holden Carsten Stoll 3DH DiffM 59 6 0 05 Sep 2024
JaywalkerVR: A VR System for Collecting Safety-Critical Pedestrian-Vehicle Interactions Kenta Mukoya Erica Weng Rohan Choudhury Kris Kitani 40 0 0 05 Jul 2024
Seamless Human Motion Composition with Blended Positional Encodings Germán Barquero Sergio Escalera Cristina Palmero DiffM 47 28 0 23 Feb 2024
Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation Mathis Petrovich Or Litany Umar Iqbal Michael J. Black Gül Varol Xue Bin Peng Davis Rempe DiffM VGen 37 40 0 16 Jan 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
MotionScript: Natural Language Descriptions for Expressive 3D Human Motions Payam Jome Yazdian Eric Liu Li Cheng Angelica Lim Li Cheng Angelica Lim 35 7 0 19 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 32 14 0 20 Oct 2023
Robots That Can See: Leveraging Human Pose for Trajectory Prediction Tim Salzmann Hao-Tien Lewis Chiang Markus Ryll Dorsa Sadigh Carolina Parada Alex Bewley 27 18 0 29 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
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
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
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 34 29 0 29 May 2023
Joint Metrics Matter: A Better Standard for Trajectory Forecasting Erica Weng Hanako Hoshino Deva Ramanan Kris M. Kitani 38 13 0 10 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
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 26 1 0 11 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
Task-Oriented Human-Object Interactions Generation with Implicit Neural Representations Quanzhou Li Jingbo Wang Chen Change Loy Bo Dai 34 26 0 23 Mar 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
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 32 56 0 07 Feb 2023
Diverse Probabilistic Trajectory Forecasting with Admissibility Constraints Laura Calem H. Ben-younes P. Pérez Nicolas Thome 36 3 0 07 Feb 2023
Diffusion-based Generation, Optimization, and Planning in 3D Scenes Siyuan Huang Zan Wang Puhao Li Baoxiong Jia Tengyu Liu Yixin Zhu Wei Liang Song-Chun Zhu DiffM 64 201 0 15 Jan 2023
Modiff: Action-Conditioned 3D Motion Generation with Denoising Diffusion Probabilistic Models Mengyi Zhao Mengyuan Liu Bin Ren Shuling Dai N. Sebe DiffM VGen 32 20 0 10 Jan 2023
IMos: Intent-Driven Full-Body Motion Synthesis for Human-Object Interactions Anindita Ghosh Rishabh Dabral Vladislav Golyanik Christian Theobalt P. Slusallek DiffM 39 85 0 14 Dec 2022
PoseGPT: Quantization-based 3D Human Motion Generation and Forecasting Thomas Lucas Fabien Baradel Philippe Weinzaepfel Grégory Rogez 22 69 0 19 Oct 2022
HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes Zan Wang Yixin Chen Tengyu Liu Yixin Zhu Wei Liang Siyuan Huang 43 104 0 18 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
Skeleton2Humanoid: Animating Simulated Characters for Physically-plausible Motion In-betweening Yunhao Li Zhenbo Yu Yucheng Zhu Bingbing Ni Guangtao Zhai Wei Shen 38 9 0 09 Oct 2022
RAP: Risk-Aware Prediction for Robust Planning Haruki Nishimura Jean-Pierre Mercat Blake Wulfe R. McAllister Adrien Gaidon OOD 49 17 0 04 Oct 2022
NEURAL MARIONETTE: A Transformer-based Multi-action Human Motion Synthesis System Weiqiang Wang Xuefei Zhe Huan Chen Di Kang Tingguang Li Ruizhi Chen Linchao Bao 43 5 0 27 Sep 2022
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model Hao Cheng Mengmeng Liu Linyuan Chen Hellward Broszio Monika Sester M. Yang 49 55 0 16 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
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 26 7 0 02 Aug 2022
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting Bohan Tang Yiqi Zhong Chenxin Xu Wei Wu Ulrich Neumann Yanfeng Wang Ya-Qin Zhang Siheng Chen 36 9 0 11 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
NeMF: Neural Motion Fields for Kinematic Animation Chen He Jun Saito James Zachary Holly Rushmeier Yi Zhou 3DH 21 45 0 04 Jun 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 33 33 0 31 May 2022
P3IV: Probabilistic Procedure Planning from Instructional Videos with Weak Supervision Henghui Zhao Isma Hadji Nikita Dvornik Konstantinos G. Derpanis Richard P. Wildes Allan D. Jepson 28 45 0 04 May 2022
COUCH: Towards Controllable Human-Chair Interactions Xiaohan Zhang Bharat Lal Bhatnagar V. Guzov Sebastian Starke Gerard Pons-Moll 46 97 0 01 May 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 14 2 0 25 Apr 2022
TEMOS: Generating diverse human motions from textual descriptions Mathis Petrovich Michael J. Black Gül Varol 40 372 0 25 Apr 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 32 13 0 04 Apr 2022
Under the Hood of Transformer Networks for Trajectory Forecasting Luca Franco Leonardo Placidi Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 8 19 0 22 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 28 29 0 08 Mar 2022
Motion Prediction via Joint Dependency Modeling in Phase Space Pengxiang Su Zhenguang Liu Shuang Wu Lei Zhu Yifang Yin Xuanjing Shen 30 27 0 07 Jan 2022
GOAL: Generating 4D Whole-Body Motion for Hand-Object Grasping Omid Taheri Vasileios Choutas Michael J. Black Dimitrios Tzionas 3DH 16 117 0 21 Dec 2021
SAGA: Stochastic Whole-Body Grasping with Contact Yongpeng Wu Jiahao Wang Yan Zhang Siwei Zhang Otmar Hilliges F. I. F. Richard Yu Siyu Tang SLR 24 77 0 19 Dec 2021
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 24 48 0 16 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
Generating Diverse 3D Reconstructions from a Single Occluded Face Image Rahul Dey Vishnu Naresh Boddeti CVBM 3DH 29 7 0 01 Dec 2021