Learning Human Motion Models for Long-term Predictions

10 April 2017

Otmar Hilliges

Papers citing "Learning Human Motion Models for Long-term Predictions"

50 / 57 papers shown

Title
Scaling Large Motion Models with Million-Level Human Motions Ye Wang Sipeng Zheng Bin Cao Qianshan Wei Qin Jin Qin Jin Zongqing Lu VGen 42 0 0 04 Oct 2024
HUMOS: Human Motion Model Conditioned on Body Shape Shashank Tripathi Omid Taheri Christoph Lassner Michael J. Black Daniel Holden Carsten Stoll 3DH DiffM 70 6 0 05 Sep 2024
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui Cheng Chen Mengyuan Liu 3DH 40 10 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
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
Dance Generation by Sound Symbolic Words Miki Okamura Naruya Kondo Tatsuki Fushimi Maki Sakamoto Yoichi Ochiai 27 4 0 06 Jun 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 30 8 0 16 Feb 2023
FineDance: A Fine-grained Choreography Dataset for 3D Full Body Dance Generation Ronghui Li Junfan Zhao Yachao Zhang Mingyang Su Zeping Ren Han Zhang Yansong Tang Xiuhua Li DiffM 30 51 0 07 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
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
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
COUCH: Towards Controllable Human-Chair Interactions Xiaohan Zhang Bharat Lal Bhatnagar V. Guzov Sebastian Starke Gerard Pons-Moll 52 97 0 01 May 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 14 2 0 25 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 27 109 0 30 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 47 29 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 45 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 27 89 0 03 Mar 2022
3D Skeleton-based Human Motion Prediction with Manifold-Aware GAN Baptiste Chopin N. Otberdout Mohamed Daoudi A. Bartolo 3DH 24 7 0 01 Mar 2022
The Wanderings of Odysseus in 3D Scenes Yan Zhang Siyu Tang 27 48 0 16 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
Physics-based Human Motion Estimation and Synthesis from Videos Kevin Xie Tingwu Wang Umar Iqbal Yunrong Guo Sanja Fidler Florian Shkurti 3DH 33 82 0 21 Sep 2021
Synthesis of Compositional Animations from Textual Descriptions Anindita Ghosh N. Cheema Cennet Oguz Christian Theobalt P. Slusallek 31 170 0 26 Mar 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 29 246 0 09 Feb 2021
We are More than Our Joints: Predicting how 3D Bodies Move Yan Zhang Michael J. Black Siyu Tang 3DH 27 126 0 01 Dec 2020
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 36 68 0 25 Nov 2020
Convolutional Autoencoders for Human Motion Infilling Manuel Kaufmann Emre Aksan Mingli Song Fabrizio Pece R. Ziegler Otmar Hilliges 3DH 21 97 0 22 Oct 2020
Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model Saeed Ghorbani C. Wloka Ali Etemad M. Brubaker N. Troje 3DV 36 31 0 20 Oct 2020
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization Cheng Yu Bo Wang Bo Yang R. Tan 3DH 22 3 0 13 Oct 2020
Motion Prediction Using Temporal Inception Module Tim Lebailly Sena Kiciroglu Mathieu Salzmann Pascal Fua Wei Wang 43 37 0 06 Oct 2020
ChoreoNet: Towards Music to Dance Synthesis with Choreographic Action Unit Zijie Ye Haozhe Wu Jia Jia Yaohua Bu Wei Chen Fanbo Meng Yanfeng Wang 31 69 0 16 Sep 2020
Perpetual Motion: Generating Unbounded Human Motion Yan Zhang Michael J. Black Siyu Tang 3DH 49 47 0 27 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 30 243 0 07 Jul 2020
Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning Ruozi Huang Huang Hu Wei Wu Kei Sawada Mi Zhang Daxin Jiang 21 112 0 11 Jun 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 28 223 0 18 Apr 2020
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training Yu Cheng Bo Yang Bo Wang R. Tan 3DH 24 130 0 07 Apr 2020
Pedestrian Models for Autonomous Driving Part II: High-Level Models of Human Behavior F. Camara Nicola Bellotto S. Coşar Florian Weber Dimitris Nathanael ... Gustav Markkula Anna Schieben F. Tango N. Merat Charles W. Fox 21 105 0 26 Mar 2020
Pedestrian Models for Autonomous Driving Part I: Low-Level Models, from Sensing to Tracking F. Camara Nicola Bellotto S. Coşar Dimitris Nathanael Matthias Althoff Jingyuan Wu Johannes Ruenz A. Dietrich Charles W. Fox 11 71 0 26 Feb 2020
Prediction of head motion from speech waveforms with a canonical-correlation-constrained autoencoder JinHong Lu H. Shimodaira 14 8 0 05 Feb 2020
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 29 187 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 Zhang Yanfeng Wang D. Ebert 3DH 21 185 0 05 Oct 2019
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control Yu-Wei Chao Jimei Yang Weifeng Chen Jia Deng 24 42 0 20 Aug 2019
A neural network based post-filter for speech-driven head motion synthesis JinHong Lu H. Shimodaira 8 3 0 24 Jul 2019
Language2Pose: Natural Language Grounded Pose Forecasting Chaitanya Ahuja Louis-Philippe Morency 27 266 0 02 Jul 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 11 139 0 06 Apr 2019
Towards Better Human Robot Collaboration with Robust Plan Recognition and Trajectory Prediction Yujiao Cheng Liting Sun Changliu Liu Masayoshi Tomizuka 9 83 0 06 Mar 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 16 96 0 20 Feb 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 27 173 0 21 Jan 2019