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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
Learning Trajectory Dependencies for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 96 442 0 15 Aug 2019
Predicting 3D Human Dynamics from Video Jason Y. Zhang Panna Felsen Angjoo Kanazawa Jitendra Malik 3DH 47 110 0 13 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 69 8 0 02 Aug 2019
Falls Prediction Based on Body Keypoints and Seq2Seq Architecture Minjie Hua Yibing Nan Kai Wang 3DH 74 12 0 01 Aug 2019
Towards Robust Direction Invariance in Character Animation Li-Ke Ma Zeshi Yang Baining Guo KangKang Yin 91 8 0 15 Jul 2019
Graph-Structured Visual Imitation Maximilian Sieb Xian Zhou Audrey Huang Oliver Kroemer Katerina Fragkiadaki 111 65 0 11 Jul 2019
Diverse Trajectory Forecasting with Determinantal Point Processes Ye Yuan Kris Kitani 58 134 0 11 Jul 2019
PVRED: A Position-Velocity Recurrent Encoder-Decoder for Human Motion Prediction Hongsong Wang Jian Dong Bin Cheng Jiashi Feng 3DH 63 37 0 15 Jun 2019
Deep Learning for Spatio-Temporal Data Mining: A Survey Senzhang Wang Jiannong Cao Philip S. Yu AI4TS 117 574 0 11 Jun 2019
Relationship-Embedded Representation Learning for Grounding Referring Expressions Sibei Yang Guanbin Li Yizhou Yu ObjD 95 55 0 11 Jun 2019
Towards Social Artificial Intelligence: Nonverbal Social Signal Prediction in A Triadic Interaction Hanbyul Joo Tomas Simon M. Cikara Yaser Sheikh 71 94 0 10 Jun 2019
Ego-Pose Estimation and Forecasting as Real-Time PD Control Ye Yuan Kris Kitani EgoV 69 125 0 07 Jun 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 130 2,210 0 31 May 2019
Clustering and Recognition of Spatiotemporal Features through Interpretable Embedding of Sequence to Sequence Recurrent Neural Networks Kun Su Eli Shlizerman 68 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 105 464 0 27 May 2019
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris Kitani D. Gavrila Kai O. Arras 128 737 0 15 May 2019
Joint Object and State Recognition using Language Knowledge Ahmad Babaeian Jelodar Yu Sun 62 18 0 13 May 2019
Human Motion Prediction via Pattern Completion in Latent Representation Space Yi Tian Xu Yaqiao Li David Meger 52 11 0 18 Apr 2019
Recurrent Space-time Graph Neural Networks Andrei Liviu Nicolicioiu Iulia Duta Marius Leordeanu GNN 130 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 70 402 0 09 Apr 2019
Relational Action Forecasting Chen Sun Abhinav Shrivastava Carl Vondrick Rahul Sukthankar Kevin Patrick Murphy Cordelia Schmid 87 81 0 08 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs? Ge Li Matthias Muller Ali K. Thabet Guohao Li 3DPC GNN 174 1,357 0 07 Apr 2019
Context-aware Human Motion Prediction Enric Corona Albert Pumarola Guillem Alenyà Francesc Moreno-Noguer 3DH 127 143 0 06 Apr 2019
Video Relationship Reasoning using Gated Spatio-Temporal Energy Graph Yao-Hung Hubert Tsai S. Divvala Louis-Philippe Morency Ruslan Salakhutdinov Ali Farhadi 96 103 0 25 Mar 2019
Node Embedding over Temporal Graphs Uriel Singer Ido Guy Kira Radinsky 74 155 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 93 55 0 13 Mar 2019
Human Motion Prediction via Learning Local Structure Representations and Temporal Dependencies Xiao Guo Jongmoo Choi 3DH 76 97 0 20 Feb 2019
Structural Recurrent Neural Network for Traffic Speed Prediction Young-jin Kim Peng Wang Lyudmila Mihaylova GNN 23 26 0 18 Feb 2019
Situation-Aware Pedestrian Trajectory Prediction with Spatio-Temporal Attention Model Sirin Haddad Meiqing Wu He Wei S. Lam 60 57 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 83 379 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 76 286 0 05 Feb 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 87 176 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 87 13 0 11 Jan 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 861 8,651 0 03 Jan 2019
A General Deep Learning Framework for Network Reconstruction and Dynamics Learning Zhang Zhang Yi Zhao Jing Liu Shuo Wang Ruyi Tao Ruyue Xin Jiang Zhang AI4CE 56 55 0 30 Dec 2018
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Ganqu Cui Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 1.2K 5,605 0 20 Dec 2018
Human Motion Prediction via Spatio-Temporal Inpainting Alejandro Hernandez Ruiz Juergen Gall Francesc Moreno-Noguer 3DH 81 212 0 13 Dec 2018
Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks Peng Wang Qi Wu Jiewei Cao Chunhua Shen Lianli Gao Anton Van Den Hengel ObjD 95 256 0 12 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 257 1,346 0 11 Dec 2018
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN Jogendra Nath Kundu Maharshi Gor R. Venkatesh Babu 81 144 0 06 Dec 2018
Learning 3D Human Dynamics from Video Yang Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 145 518 0 04 Dec 2018
Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation P. Ghosh Yi Yao L. Davis Ajay Divakaran 136 81 0 26 Nov 2018
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents Sungwon Kim Sang-gil Lee Sibo Zhang Ruigang Yang Jaehyeon Kim Tianyi Zhou 85 425 0 06 Nov 2018
Action-Agnostic Human Pose Forecasting Hsu-kuang Chiu Ehsan Adeli Borui Wang De-An Huang Juan Carlos Niebles 3DH 85 163 0 23 Oct 2018
The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs Boris Ivanovic Marco Pavone 44 1 0 14 Oct 2018
Recurrent Transition Networks for Character Locomotion Félix G. Harvey C. Pal 123 92 0 04 Oct 2018
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 86 8 0 24 Sep 2018
Bio-LSTM: A Biomechanically Inspired Recurrent Neural Network for 3D Pedestrian Pose and Gait Prediction Xiaoxiao Du Ram Vasudevan Matthew Johnson-Roberson 3DH 66 66 0 11 Sep 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 90 176 0 09 Sep 2018
Learning Human-Object Interactions by Graph Parsing Neural Networks Siyuan Qi Wenguan Wang Baoxiong Jia Jianbing Shen Song-Chun Zhu GNN 97 539 0 23 Aug 2018