Deep representation learning for human motion prediction and classification

24 February 2017

Danica Kragic

Papers citing "Deep representation learning for human motion prediction and classification"

50 / 85 papers shown

Title
DGFM: Full Body Dance Generation Driven by Music Foundation Models Xinran Liu Zhenhua Feng Diptesh Kanojia Wenwu Wang DiffM 66 1 0 27 Feb 2025
Measuring Diversity in Synthetic Datasets Yuchang Zhu Huizhe Zhang Bingzhe Wu Jintang Li Zibin Zheng Peilin Zhao Liang Chen Yatao Bian 100 0 0 12 Feb 2025
Length-Aware Motion Synthesis via Latent Diffusion Alessio Sampieri Alessio Palma Indro Spinelli Fabio Galasso VGen DiffM 51 7 0 16 Jul 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 38 2 0 24 May 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
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui Chong Chen Mengyuan Liu 3DH 40 10 0 19 Dec 2023
MoEmo Vision Transformer: Integrating Cross-Attention and Movement Vectors in 3D Pose Estimation for HRI Emotion Detection David C. Jeong Tianma Shen Hongji Liu Raghav Kapoor Casey Nguyen Song Liu Christopher A. Kitts 30 1 0 15 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
Component attention network for multimodal dance improvisation recognition Jia Fu Jiarui Tan Wenjie Yin Sepideh Pashami Mårten Björkman 3DPC 26 1 0 24 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 29 10 0 02 Aug 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
Dance Generation by Sound Symbolic Words Miki Okamura Naruya Kondo Tatsuki Fushimi Maki Sakamoto Yoichi Ochiai 30 4 0 06 Jun 2023
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 37 1 0 11 Apr 2023
Focalized Contrastive View-invariant Learning for Self-supervised Skeleton-based Action Recognition Qianhui Men Edmond S. L. Ho Hubert P. H. Shum Howard Leung SSL 35 19 0 03 Apr 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
T2M-GPT: Generating Human Motion from Textual Descriptions with Discrete Representations Jianrong Zhang Yangsong Zhang Xiaodong Cun Shaoli Huang Yong Zhang Hongwei Zhao Hongtao Lu Xiaodong Shen 45 331 0 15 Jan 2023
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
Dance Style Transfer with Cross-modal Transformer Wenjie Yin Hang Yin Kim Baraka Danica Kragic Mårten Björkman 50 23 0 19 Aug 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
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 32 7 0 02 Aug 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 33 28 0 19 Jul 2022
Learn to Predict How Humans Manipulate Large-sized Objects from Interactive Motions Weilin Wan Lei Yang Lingjie Liu Zhuoying Zhang Ruixing Jia Yi-King Choi Jia Pan Christian Theobalt Taku Komura Wenping Wang 21 22 0 25 Jun 2022
Recurrent Transformer Variational Autoencoders for Multi-Action Motion Synthesis Rania Briq Chuhang Zou L. Pishchulin Christopher Broaddus Juergen Gall 29 1 0 14 Jun 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 39 33 0 31 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
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
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
Real-Time Style Modelling of Human Locomotion via Feature-Wise Transformations and Local Motion Phases I. Mason Sebastian Starke Taku Komura 3DH 43 47 0 12 Jan 2022
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction Zhenguang Liu Shuang Wu Shuyuan Jin S. Ji Qi Liu Shijian Lu Li Cheng 3DH 21 63 0 30 Dec 2021
Pose Representations for Deep Skeletal Animation Nefeli Andreou A. Aristidou Y. Chrysanthou 3DH 21 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 14 1 0 24 Nov 2021
Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure A. Aristidou Anastasios Yiannakidis Kfir Aberman Daniel Cohen-Or Ariel Shamir Y. Chrysanthou 37 74 0 23 Nov 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
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 34 77 0 13 Oct 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
Adaptive Attribute and Structure Subspace Clustering Network Zhihao Peng Hui Liu Yuheng Jia Junhui Hou 31 28 0 28 Sep 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian 3DH 23 74 0 25 Aug 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 27 75 0 19 Aug 2021
Development of Human Motion Prediction Strategy using Inception Residual Block Shekhar Gupta G. Yadav G. C. Nandi 3DH 23 3 0 09 Aug 2021
Passing a Non-verbal Turing Test: Evaluating Gesture Animations Generated from Speech M. Rebol Christian Gütl Krzysztof Pietroszek SLR 35 24 0 01 Jul 2021
Transflower: probabilistic autoregressive dance generation with multimodal attention Guillermo Valle Pérez G. Henter Jonas Beskow A. Holzapfel Pierre-Yves Oudeyer Simon Alexanderson 30 42 0 25 Jun 2021
Active Learning in Robotics: A Review of Control Principles Annalisa T. Taylor Thomas A. Berrueta Todd D. Murphey 27 71 0 25 Jun 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 24 79 0 17 Jun 2021
Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review A. Shoeibi Marjane Khodatars M. Jafari Parisa Moridian Mitra Rezaei ... Juan M Gorriz Jónathan Heras M. Panahiazar S. Nahavandi U. Acharya 32 125 0 11 May 2021
Graph-based Normalizing Flow for Human Motion Generation and Reconstruction Wenjie Yin Hang Yin Danica Kragic Mårten Björkman 3DH 13 15 0 07 Apr 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 23 56 0 17 Mar 2021
3D Human motion anticipation and classification Emad Barsoum J. Kender Zicheng Liu 3DH 21 1 0 31 Dec 2020