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"

26 / 26 papers shown

Title
DGFM: Full Body Dance Generation Driven by Music Foundation Models Xinran Liu Zhenhua Feng Diptesh Kanojia Wenwu Wang DiffM 52 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 92 0 0 12 Feb 2025
Length-Aware Motion Synthesis via Latent Diffusion Alessio Sampieri Alessio Palma Indro Spinelli Fabio Galasso VGen DiffM 24 5 0 16 Jul 2024
Learning Generalizable Human Motion Generator with Reinforcement Learning Yunyao Mao Xiaoyang Liu Wen-gang Zhou Zhenbo Lu Houqiang Li 18 2 0 24 May 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 43 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 22 5 0 19 Dec 2023
GCNext: Towards the Unity of Graph Convolutions for Human Motion Prediction Xinshun Wang Qiongjie Cui C. L. P. Chen Mengyuan Liu 3DH 32 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 4 1 0 15 Oct 2023
Component attention network for multimodal dance improvisation recognition Jia Fu Jiarui Tan Wenjie Yin Sepideh Pashami Mårten Björkman 3DPC 8 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 11 10 0 02 Aug 2023
Dance Generation by Sound Symbolic Words Miki Okamura Naruya Kondo Tatsuki Fushimi Maki Sakamoto Yoichi Ochiai 14 4 0 06 Jun 2023
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 8 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 12 18 0 03 Apr 2023
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 12 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 21 28 0 19 Jul 2022
Recurrent Transformer Variational Autoencoders for Multi-Action Motion Synthesis Rania Briq Chuhang Zou L. Pishchulin Christopher Broaddus Juergen Gall 6 1 0 14 Jun 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 19 89 0 03 Mar 2022
Pose Representations for Deep Skeletal Animation Nefeli Andreou A. Aristidou Y. Chrysanthou 3DH 13 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 8 1 0 24 Nov 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 28 141 0 09 Oct 2021
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 16 186 0 20 Oct 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 19 7 0 04 Sep 2019
Anticipation and next action forecasting in video: an end-to-end model with memory F. Pirri L. Mauro Edoardo Alati Valsamis Ntouskos Mahdieh Izadpanahkakhk Elham Omrani AI4TS 20 13 0 11 Jan 2019
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 38 8 0 24 Sep 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 9 319 0 02 May 2018
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 19 325 0 27 Nov 2017