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Structural-RNN: Deep Learning on Spatio-Temporal Graphs

17 November 2015

Silvio Savarese

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

50 / 317 papers shown

Title
Compositional Video Synthesis with Action Graphs Amir Bar Roei Herzig Xiaolong Wang Anna Rohrbach Gal Chechik Trevor Darrell Amir Globerson 93 44 0 27 Jun 2020
Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network Stuart Eiffert Kunming Li Mao Shan Stewart Worrall Salah Sukkarieh E. Nebot 61 67 0 23 Jun 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis Ye Yuan Kris Kitani 148 77 0 12 Jun 2020
Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning Ruozi Huang Huang Hu Wei Wu Kei Sawada Mi Zhang Daxin Jiang 125 122 0 11 Jun 2020
Egocentric Object Manipulation Graphs Eadom Dessalene Michael Maynord Chinmaya Devaraj Cornelia Fermuller Yiannis Aloimonos EgoV 81 19 0 05 Jun 2020
Constructing Human Motion Manifold with Sequential Networks Deok-Kyeong Jang Sung-Hee Lee 85 13 0 29 May 2020
Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey Andrea Borghesi Federico Baldo M. Milano AI4CE 64 36 0 19 May 2020
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey Joakim Skarding Bogdan Gabrys Katarzyna Musial AI4CE 122 240 0 13 May 2020
Skeleton-Aware Networks for Deep Motion Retargeting Kfir Aberman Peizhuo Li Dani Lischinski O. Sorkine-Hornung Daniel Cohen-Or Baoquan Chen 82 193 0 12 May 2020
Understanding Dynamic Scenes using Graph Convolution Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 72 30 0 09 May 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 97 231 0 18 Apr 2020
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training Yu Cheng Bo Yang Bo Wang R. Tan 3DH 72 131 0 07 Apr 2020
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction Ye Yuan Kris Kitani DiffM 124 245 0 18 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 144 309 0 17 Mar 2020
MoVi: A Large Multipurpose Motion and Video Dataset Saeed Ghorbani Kimia Mahdaviani A. Thaler Konrad Paul Kording D. Cook Gunnar Blohm N. Troje 92 73 0 04 Mar 2020
Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes Kevin Qinghong Lin Lijuan Wang Ying Jin Zicheng Liu Ming-Ting Sun 3DH 33 4 0 28 Feb 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 119 157 0 20 Feb 2020
Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network Jiachen Li Hengbo Ma Zhihao Zhang Masayoshi Tomizuka 96 54 0 14 Feb 2020
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 80 27 0 03 Feb 2020
Learning Compositional Neural Information Fusion for Human Parsing Wenguan Wang Zhijie Zhang Siyuan Qi Jianbing Shen Yanwei Pang Ling Shao 3DH 195 128 0 19 Jan 2020
Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data Tim Salzmann Boris Ivanovic Punarjay Chakravarty Marco Pavone 135 130 0 09 Jan 2020
Towards Practical Multi-Object Manipulation using Relational Reinforcement Learning R. Li Allan Jabri Trevor Darrell Pulkit Agrawal OffRL 88 112 0 23 Dec 2019
Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks Joanna Materzynska Tete Xiao Roei Herzig Huijuan Xu Xiaolong Wang Trevor Darrell CoGe 66 176 0 20 Dec 2019
Neural Design Network: Graphic Layout Generation with Constraints Hsin-Ying Lee Lu Jiang Irfan Essa Madison Le Haifeng Gong Ming-Hsuan Yang Weilong Yang 157 140 0 19 Dec 2019
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs Jingwei Ji Ranjay Krishna Li Fei-Fei Juan Carlos Niebles 97 346 0 15 Dec 2019
Unsupervised and Generic Short-Term Anticipation of Human Body Motions Kristina Enes Hassan Errami Moritz Wolter Tim Krake B. Eberhardt A. Weber Jorg Zimmermann OOD 54 2 0 13 Dec 2019
Video action detection by learning graph-based spatio-temporal interactions Matteo Tomei Lorenzo Baraldi Simone Calderara Simone Bronzin Rita Cucchiara 131 9 0 09 Dec 2019
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 119 190 0 27 Nov 2019
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network Junfeng Hu Zhencheng Fan Jun Liao Li Liu 3DH 113 12 0 06 Nov 2019
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision K. Mangalam Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles NoLa 86 48 0 04 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 100 191 0 20 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 98 176 0 15 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 79 11 0 15 Oct 2019
Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting Jean Pierre Mercat Thomas Gilles N. Zoghby G. Sandou D. Beauvois Guillermo Pita Gil 94 174 0 08 Oct 2019
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera Iro Armeni Zhi-Yang He JunYoung Gwak Amir Zamir Martin Fischer Jitendra Malik Silvio Savarese 3DV 3DPC 135 350 0 06 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 79 193 0 05 Oct 2019
Prediction of Human Full-Body Movements with Motion Optimization and Recurrent Neural Networks Philipp Kratzer Marc Toussaint Jim Mainprice 3DH 74 35 0 04 Oct 2019
Predicting Responses to a Robot's Future Motion using Generative Recurrent Neural Networks Stuart Eiffert Salah Sukkarieh 53 12 0 30 Sep 2019
Lane Attention: Predicting Vehicles' Moving Trajectories by Learning Their Attention over Lanes Jiacheng Pan Hongyi Sun Kecheng Xu Yifei Jiang Xiangquan Xiao Jiangtao Hu Jinghao Miao 68 37 0 29 Sep 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 143 206 0 29 Sep 2019
Learning Propagation for Arbitrarily-structured Data Sifei Liu Xueting Li Varun Jampani Shalini De Mello Jan Kautz GNN 68 0 0 25 Sep 2019
Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions Boris Knyazev Carolyn Augusta Graham W. Taylor 83 31 0 23 Sep 2019
Reasoning About Human-Object Interactions Through Dual Attention Networks Tete Xiao Quanfu Fan Dan Gutfreund Mathew Monfort A. Oliva Bolei Zhou 61 35 0 10 Sep 2019
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data Yongqian Li J. M. F. Moura AI4TS 84 31 0 09 Sep 2019
Imitation Learning for Human Pose Prediction Borui Wang Ehsan Adeli Hsu-kuang Chiu De-An Huang Juan Carlos Niebles 78 99 0 08 Sep 2019
Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning Lifeng Fan Wenguan Wang Siyuan Huang Xinyu Tang Song-Chun Zhu 92 110 0 04 Sep 2019
PISEP^2: Pseudo Image Sequence Evolution based 3D Pose Prediction Xiaoli Liu Jianqin Yin Huaping Liu Yilong Yin 3DH 85 7 0 04 Sep 2019
Explainable Video Action Reasoning via Prior Knowledge and State Transitions Tao Zhuo Zhiyong Cheng Peng Zhang Yongkang Wong Mohan Kankanhalli FAtt 83 62 0 28 Aug 2019
Uncertainty-Aware Anticipation of Activities Yazan Abu Farha Juergen Gall 104 49 0 26 Aug 2019
Learning to Sit: Synthesizing Human-Chair Interactions via Hierarchical Control Yu-Wei Chao Jimei Yang Weifeng Chen Jia Deng 81 42 0 20 Aug 2019