Structural-RNN: Deep Learning on Spatio-Temporal Graphs

17 November 2015

Silvio Savarese

Papers citing "Structural-RNN: Deep Learning on Spatio-Temporal Graphs"

50 / 458 papers shown

Title
Rethinking Learning Approaches for Long-Term Action Anticipation Megha Nawhal Akash Abdu Jyothi Greg Mori AI4TS 39 26 0 20 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
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
EgoSpeed-Net: Forecasting Speed-Control in Driver Behavior from Egocentric Video Data Yichen Ding Ziming Zhang Yanhua Li Xun Zhou 42 3 0 27 Sep 2022
Safety-compliant Generative Adversarial Networks for Human Trajectory Forecasting Parth Kothari Alexandre Alahi 27 25 0 25 Sep 2022
SoMoFormer: Social-Aware Motion Transformer for Multi-Person Motion Prediction Xiaogang Peng Yaodi Shen Haoran Wang Binling Nie Yigang Wang Zizhao Wu ViT 25 6 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 29 7 0 02 Aug 2022
Skeleton-Parted Graph Scattering Networks for 3D Human Motion Prediction Maosen Li Siheng Chen Zijing Zhang Lingxi Xie Qi Tian Ya Zhang 3DH 23 47 0 31 Jul 2022
Planning and Learning: Path-Planning for Autonomous Vehicles, a Review of the Literature Kevin Osanlou Christophe Guettier Tristan Cazenave Éric Jacopin 34 3 0 26 Jul 2022
Pose Forecasting in Industrial Human-Robot Collaboration Alessio Sampieri Guido DÁmely Andrea Avogaro Federico Cunico Geri Skenderi Francesco Setti Marco Cristani Fabio Galasso 30 31 0 24 Jul 2022
Geometric Features Informed Multi-person Human-object Interaction Recognition in Videos Tanqiu Qiao Qianhui Men Frederick W. B. Li Yoshiki Kubotani Shigeo Morishima Hubert P. H. Shum 29 16 0 19 Jul 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 30 30 0 19 Jul 2022
Back to MLP: A Simple Baseline for Human Motion Prediction Wenya Guo Yuming Du Xi Shen Vincent Lepetit Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 39 110 0 04 Jul 2022
tBDFS: Temporal Graph Neural Network Leveraging DFS Uriel Singer Haggai Roitman Ido Guy Kira Radinsky AI4CE 26 0 0 12 Jun 2022
An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning Tiehua Zhang Yuze Liu Zhishu Shen Ruiqian Xu Xin Chen Xiaowei Huang Xi Zheng FedML AI4TS 35 9 0 07 Jun 2022
Spatial Parsing and Dynamic Temporal Pooling networks for Human-Object Interaction detection Hongsheng Li Guangming Zhu Wu Zhen Lan Ni Peiyi Shen Liang Zhang Ning Wang Cong Hua 25 3 0 07 Jun 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 19 352 0 01 Jun 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 39 33 0 31 May 2022
Real-time Controllable Motion Transition for Characters Xiangjun Tang He Wang Bo Hu Xu Gong Ruifan Yi Qilong Kou Xiaogang Jin 22 52 0 05 May 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski F. Deligianni AAML 14 2 0 25 Apr 2022
Persistent-Transient Duality in Human Behavior Modeling Hung Tran Vuong Le Svetha Venkatesh T. Tran 35 0 0 21 Apr 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
End-to-End Active Speaker Detection Juan Carlos León Alcázar M. Cordes Chen Zhao Guohao Li 24 27 0 27 Mar 2022
Visual Abductive Reasoning Chen Liang Wenguan Wang Tianfei Zhou Yi Yang LRM 26 38 0 26 Mar 2022
MotionAug: Augmentation with Physical Correction for Human Motion Prediction Takahiro Maeda Norimichi Ukita 24 15 0 17 Mar 2022
Phased Flight Trajectory Prediction with Deep Learning Kai Zhang Bo Chen 18 3 0 17 Mar 2022
ActFormer: A GAN-based Transformer towards General Action-Conditioned 3D Human Motion Generation Liang Xu Ziyang Song Dongliang Wang Jing Su Zhicheng Fang ... Yichao Yan Xin Jin Xiaokang Yang Wenjun Zeng Wei Wu ViT 30 57 0 15 Mar 2022
Koopman Methods for Estimation of Animal Motions over Unknown Submanifolds Nathan Powell Bowei Liu Jia Guo Sai Tej Parachuri A. Kurdila 13 0 0 10 Mar 2022
Adaptive Trajectory Prediction via Transferable GNN Yi Xu Lichen Wang Yizhou Wang Y. Fu 35 69 0 09 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 47 29 0 08 Mar 2022
Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph Shuijing Liu Peixin Chang Zhe Huang Neeloy Chakraborty Kaiwen Hong Weihang Liang D. L. McPherson Junyi Geng Katherine Driggs-Campbell 46 71 0 03 Mar 2022
3D Human Motion Prediction: A Survey Kedi Lyu Haipeng Chen Zhenguang Liu Beiqi Zhang Ruili Wang 3DH 29 54 0 03 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
Meta-path Analysis on Spatio-Temporal Graphs for Pedestrian Trajectory Prediction Aamir Hasan Pranav Sriram Katherine Driggs-Campbell GNN 142 3 0 27 Feb 2022
Graph Lifelong Learning: A Survey F. Febrinanto Feng Xia Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 37 51 0 22 Feb 2022
Conditional Motion In-betweening Jihoon Kim Taehyun Byun Seungyoung Shin Jungdam Won Sungjoon Choi 11 28 0 09 Feb 2022
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting Minbo Ma Peng Xie Fei Teng Tian-Jie Li Bin Wang Shenggong Ji Junbo Zhang AI4TS 20 9 0 22 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
DMS-GCN: Dynamic Mutiscale Spatiotemporal Graph Convolutional Networks for Human Motion Prediction Zigeng Yan Dihua Zhai Yuanqing Xia 3DH AI4CE 20 5 0 20 Dec 2021
SAGA: Stochastic Whole-Body Grasping with Contact Yongpeng Wu Jiahao Wang Yan Zhang Siwei Zhang Otmar Hilliges Feng Yu Siyu Tang SLR 24 77 0 19 Dec 2021
A Survey on Societal Event Forecasting with Deep Learning Songgaojun Deng Yue Ning AI4TS 35 4 0 12 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris Kitani Jan Kautz 3DH 50 114 0 02 Dec 2021
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 24 11 0 01 Dec 2021
Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions Selim Furkan Tekin Suleyman Serdar Kozat 29 12 0 29 Nov 2021
Pose Representations for Deep Skeletal Animation Nefeli Andreou A. Aristidou Y. Chrysanthou 3DH 21 8 0 27 Nov 2021
3D Pose Estimation and Future Motion Prediction from 2D Images Ji Yang Youdong Ma Wei Ji Sen Wang Minglun Gong Li Cheng 3DH 27 16 0 26 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