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"

37 / 87 papers shown

Title
3D Human motion anticipation and classification Emad Barsoum J. Kender Zicheng Liu 3DH 21 1 0 31 Dec 2020
Forecasting Characteristic 3D Poses of Human Actions Christian Diller Thomas Funkhouser Angela Dai 44 29 0 30 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
SDMTL: Semi-Decoupled Multi-grained Trajectory Learning for 3D human motion prediction Xiaoli Liu Jianqin Yin 3DH 33 3 0 11 Oct 2020
Motion Prediction Using Temporal Inception Module Tim Lebailly Sena Kiciroglu Mathieu Salzmann Pascal Fua Wei Wang 43 37 0 06 Oct 2020
Generative Model-Enhanced Human Motion Prediction Anthony Bourached Ryan-Rhys Griffiths Robert J. Gray A. Jha P. Nachev 34 15 0 05 Oct 2020
Motion Planning Combines Psychological Safety and Motion Prediction for a Sense Motive Robot Hejing Ling Guoliang Liu G. Tian 29 0 0 29 Sep 2020
Dynamic Future Net: Diversified Human Motion Generation Wenheng Chen He Wang Yi Yuan Tianjia Shao Kun Zhou 3DH 38 23 0 25 Aug 2020
3D Human Motion Estimation via Motion Compression and Refinement Zhengyi Luo S. Golestaneh Kris Kitani 3DH 28 145 0 09 Aug 2020
Real-Time Cleaning and Refinement of Facial Animation Signals Eloïse Berson Catherine Soladié Nicolas Stoiber 3DH 23 2 0 04 Aug 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 67 287 0 23 Jul 2020
Moving fast and slow: Analysis of representations and post-processing in speech-driven automatic gesture generation Taras Kucherenko Dai Hasegawa Naoshi Kaneko G. Henter Hedvig Kjellström 19 41 0 16 Jul 2020
Constructing Human Motion Manifold with Sequential Networks Deok-Kyeong Jang Sung-Hee Lee 20 13 0 29 May 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 28 224 0 18 Apr 2020
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions Zhenyi Wang Ping Yu Yang Zhao Ruiyi Zhang Yufan Zhou Junsong Yuan Changyou Chen 19 52 0 21 Dec 2019
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network Junfeng Hu Zhencheng Fan Jun Liao Li Liu 3DH 19 12 0 06 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 35 187 0 20 Oct 2019
TrajectoryNet: a new spatio-temporal feature learning network for human motion prediction Xiaoli Liu Jianqin Yin Jin Liu Pengxiang Ding Jun Liu Huaping Liu 3DH 27 11 0 15 Oct 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction Xiangbo Shu Liyan Zhang Guo-Jun Qi Wei Liu Jinhui Tang 3DH HAI 44 203 0 29 Sep 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 32 7 0 04 Sep 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
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 24 110 0 13 Aug 2019
Diverse Trajectory Forecasting with Determinantal Point Processes Ye Yuan Kris Kitani 28 133 0 11 Jul 2019
Ego-Pose Estimation and Forecasting as Real-Time PD Control Ye Yuan Kris Kitani EgoV 33 123 0 07 Jun 2019
Long-Term Human Video Generation of Multiple Futures Using Poses Naoya Fushishita Antonio Tejero-de-Pablos Yusuke Mukuta Tatsuya Harada 14 9 0 16 Apr 2019
Analyzing Input and Output Representations for Speech-Driven Gesture Generation Taras Kucherenko Dai Hasegawa G. Henter Naoshi Kaneko Hedvig Kjellström 11 150 0 08 Mar 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 16 96 0 20 Feb 2019
A Deep Learning Framework for Assessing Physical Rehabilitation Exercises Y. Liao Aleksandar Vakanski Min Xian 22 139 0 29 Jan 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 27 173 0 21 Jan 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 30 13 0 11 Jan 2019
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 52 8 0 24 Sep 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 24 323 0 02 May 2018
Human Motion Modeling using DVGANs Xiaoyu Lin Mohamed R. Amer 24 75 0 27 Apr 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 16 211 0 16 Apr 2018
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 56 330 0 27 Nov 2017
Predictive Learning: Using Future Representation Learning Variantial Autoencoder for Human Action Prediction Runsheng Yu Zhenyu Shi Qiongxiong Ma Laiyun Qing 3DH DRL 28 4 0 25 Nov 2017
Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis Zimo Li Yi Zhou Shuangjiu Xiao C. He Zeng Huang Hao Li 3DH 24 47 0 17 Jul 2017