Convolutional Sequence to Sequence Model for Human Dynamics

2 May 2018

Papers citing "Convolutional Sequence to Sequence Model for Human Dynamics"

50 / 69 papers shown

Title
Spatio-Temporal Encoding and Decoding-Based Method for Future Human Activity Skeleton Synthesis Tingyu Liu Jun Huang Chenyi Weng 33 0 0 08 Jul 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 57 16 0 04 Apr 2024
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
AnyPose: Anytime 3D Human Pose Forecasting via Neural Ordinary Differential Equations Zixing Wang A. H. Qureshi 3DH 22 1 0 09 Sep 2023
Multiscale Residual Learning of Graph Convolutional Sequence Chunks for Human Motion Prediction Mohsen Zand Ali Etemad Michael A. Greenspan 3DH 17 2 0 31 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani Jun Liu 78 31 0 27 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
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
Best Practices for 2-Body Pose Forecasting Muhammad Rameez Ur Rahman Luca Scofano Edoardo De Matteis Alessandro Flaborea Alessio Sampieri Fabio Galasso 28 9 0 12 Apr 2023
Multi-Graph Convolution Network for Pose Forecasting Hongwei Ren Yuhong Shi Kewei Liang 3DH 37 1 0 11 Apr 2023
DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback Xiaoning Sun Huaijiang Sun Bin Li Dong Wei Weiqing Li Jianfeng Lu 3DH 36 6 0 10 Apr 2023
Music-Driven Group Choreography Nhat Le Thang M. Pham Tuong Khanh Long Do Erman Tjiputra Quang-Dieu Tran A. Nguyen 33 25 0 22 Mar 2023
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning Chenxin Xu R. Tan Yuhong Tan Siheng Chen Yu Wang Xinchao Wang Yanfeng Wang 35 96 0 20 Mar 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
HumanMAC: Masked Motion Completion for Human Motion Prediction Ling-Hao Chen Jiawei Zhang Ye-rong Li Yiren Pang Xiaobo Xia Tongliang Liu DiffM VGen 36 57 0 07 Feb 2023
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
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
Overlooked Poses Actually Make Sense: Distilling Privileged Knowledge for Human Motion Prediction Xiaoning Sun Qiongjie Cui Huaijiang Sun Bin Li Weiqing Li Jianfeng Lu 29 7 0 02 Aug 2022
MotionMixer: MLP-based 3D Human Body Pose Forecasting Arij Bouazizi Adrian Holzbock U. Kressel Klaus C. J. Dietmayer Vasileios Belagiannis 3DH 35 72 0 01 Jul 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
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
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
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
Learning Human Motion Prediction via Stochastic Differential Equations Kedi Lyu Zhenguang Liu Shuang Wu Haipeng Chen Xuhong Zhang Yuyu Yin 24 17 0 21 Dec 2021
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
Exploring Versatile Prior for Human Motion via Motion Frequency Guidance Jiachen Xu Min Wang Jing-yu Gong Wentao Liu Chao Qian Yuan Xie Lizhuang Ma 33 9 0 25 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
Multi-Person 3D Motion Prediction with Multi-Range Transformers Jiashun Wang Huazhe Xu Medhini Narasimhan Xiaolong Wang ViT 43 73 0 23 Nov 2021
Towards Tokenized Human Dynamics Representation Kenneth Li Xiao Sun Zhirong Wu Fangyun Wei Stephen Lin 29 2 0 22 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
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 41 143 0 09 Oct 2021
Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers Ángel Martínez-González M. Villamizar J. Odobez ViT 13 70 0 15 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
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 34 5 0 12 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
Non-local Graph Convolutional Network for joint Activity Recognition and Motion Prediction Dianhao Zhang Ngo Anh Vien Mien Van Seán F. McLoone 3DH HAI 29 6 0 03 Aug 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting Jiachen Li Fan Yang Hengbo Ma Srikanth Malla Masayoshi Tomizuka Chiho Choi 24 42 0 03 Aug 2021
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network Maosen Li Siheng Chen Yanning Shen Ge Liu Ivor W. Tsang Ya Zhang 22 42 0 02 Jul 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 18 79 0 17 Jun 2021
Synthesis of Compositional Animations from Textual Descriptions Anindita Ghosh N. Cheema Cennet Oguz Christian Theobalt P. Slusallek 31 170 0 26 Mar 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
Learning the Predictability of the Future Dídac Surís Ruoshi Liu Carl Vondrick 24 71 0 01 Jan 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