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
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
Learning Propagation for Arbitrarily-structured Data Sifei Liu Xueting Li Varun Jampani Shalini De Mello Jan Kautz GNN 37 0 0 25 Sep 2019
Learning Temporal Attention in Dynamic Graphs with Bilinear Interactions Boris Knyazev Carolyn Augusta Graham W. Taylor 29 30 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 17 33 0 10 Sep 2019
Forecaster: A Graph Transformer for Forecasting Spatial and Time-Dependent Data Yong Li J. M. F. Moura AI4TS 27 28 0 09 Sep 2019
Imitation Learning for Human Pose Prediction Borui Wang Ehsan Adeli Hsu-kuang Chiu De-An Huang Juan Carlos Niebles 24 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 14 107 0 04 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
Explainable Video Action Reasoning via Prior Knowledge and State Transitions Tao Zhuo Zhiyong Cheng Peng Zhang Yongkang Wong Mohan Kankanhalli FAtt 33 60 0 28 Aug 2019
Uncertainty-Aware Anticipation of Activities Yazan Abu Farha Juergen Gall 29 46 0 26 Aug 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
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 25 429 0 15 Aug 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 24 110 0 13 Aug 2019
ASNets: Deep Learning for Generalised Planning Sam Toyer Felipe W. Trevizan Sylvie Thiébaux Lexing Xie PINN 17 70 0 04 Aug 2019
Learning Variations in Human Motion via Mix-and-Match Perturbation M. S. Aliakbarian F. Saleh Mathieu Salzmann L. Petersson Stephen Gould A. Habibian 24 8 0 02 Aug 2019
Falls Prediction Based on Body Keypoints and Seq2Seq Architecture Minjie Hua Yibing Nan Kai Wang 3DH 33 12 0 01 Aug 2019
Towards Robust Direction Invariance in Character Animation Li-Ke Ma Zeshi Yang Baining Guo KangKang Yin 24 7 0 15 Jul 2019
Graph-Structured Visual Imitation Maximilian Sieb Xian Zhou Audrey Huang Oliver Kroemer Katerina Fragkiadaki 20 65 0 11 Jul 2019
Diverse Trajectory Forecasting with Determinantal Point Processes Ye Yuan Kris Kitani 28 133 0 11 Jul 2019
PVRED: A Position-Velocity Recurrent Encoder-Decoder for Human Motion Prediction Hongsong Wang Jian Dong Bin Cheng Jiashi Feng 3DH 30 36 0 15 Jun 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 26 551 0 11 Jun 2019
Relationship-Embedded Representation Learning for Grounding Referring Expressions Sibei Yang Guanbin Li Yizhou Yu ObjD 33 52 0 11 Jun 2019
Towards Social Artificial Intelligence: Nonverbal Social Signal Prediction in A Triadic Interaction Hanbyul Joo Tomas Simon M. Cikara Yaser Sheikh 21 94 0 10 Jun 2019
Ego-Pose Estimation and Forecasting as Real-Time PD Control Ye Yuan Kris Kitani EgoV 33 124 0 07 Jun 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 11 2,107 0 31 May 2019
Clustering and Recognition of Spatiotemporal Features through Interpretable Embedding of Sequence to Sequence Recurrent Neural Networks Kun Su Eli Shlizerman 33 13 0 29 May 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 29 446 0 27 May 2019
Representation Learning on Visual-Symbolic Graphs for Video Understanding E. Mavroudi Benjamín Béjar Haro René Vidal 27 8 0 17 May 2019
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris Kitani D. Gavrila Kai O. Arras 34 726 0 15 May 2019
Joint Object and State Recognition using Language Knowledge Ahmad Babaeian Jelodar Yu Sun 28 18 0 13 May 2019
Human Motion Prediction via Pattern Completion in Latent Representation Space Yi Tian Xu Yaqiao Li D. Meger 33 11 0 18 Apr 2019
Recurrent Space-time Graph Neural Networks Andrei Liviu Nicolicioiu Iulia Duta Marius Leordeanu GNN 19 45 0 11 Apr 2019
Multi-Agent Tensor Fusion for Contextual Trajectory Prediction Tianyang Zhao Yifei Xu Mathew Monfort Wongun Choi Chris L. Baker Yibiao Zhao Yizhou Wang Ying Nian Wu 21 391 0 09 Apr 2019
Relational Action Forecasting Chen Sun Abhinav Shrivastava Carl Vondrick Rahul Sukthankar Kevin Patrick Murphy Cordelia Schmid 36 79 0 08 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 42 1,326 0 07 Apr 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 11 139 0 06 Apr 2019
SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected Entities Diogo Pernes Jaime S. Cardoso 9 3 0 31 Mar 2019
Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph Yao-Hung Hubert Tsai S. Divvala Louis-Philippe Morency Ruslan Salakhutdinov Ali Farhadi 27 103 0 25 Mar 2019
Node Embedding over Temporal Graphs Uriel Singer Ido Guy Kira Radinsky 14 149 0 21 Mar 2019
ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling Ting Yu Haoteng Yin Zhanxing Zhu AI4TS GNN 21 55 0 13 Mar 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 16 96 0 20 Feb 2019
Structural Recurrent Neural Network for Traffic Speed Prediction Young-jin Kim Peng Wang Lyudmila Mihaylova GNN 6 26 0 18 Feb 2019
A Study on Graph-Structured Recurrent Neural Networks and Sparsification with Application to Epidemic Forecasting Zhijian Li Xiyang Luo Bao Wang Andrea L. Bertozzi Jack Xin 23 18 0 13 Feb 2019
Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model Sirin Haddad Meiqing Wu He Wei S. Lam 21 56 0 13 Feb 2019
Peeking into the Future: Predicting Future Person Activities and Locations in Videos Junwei Liang Lu Jiang Juan Carlos Niebles Alexander G. Hauptmann Li Fei-Fei 17 376 0 11 Feb 2019
Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI Shane T. Mueller R. Hoffman W. Clancey Abigail Emrey Gary Klein XAI 18 285 0 05 Feb 2019
Lift-the-flap: what, where and when for context reasoning Mengmi Zhang Jiashi Feng Karla Montejo Joseph Kwon Gabriel Kreiman ReLM LRM 14 3 0 01 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
A deep learning approach to real-time parking occupancy prediction in spatio-temporal networks incorporating multiple spatio-temporal data sources Shuguan Yang Wei-Ying Ma Xidong Pi Sean Qian GNN AI4CE 21 15 0 21 Jan 2019