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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
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 73 88 0 21 Aug 2018
Scene-LSTM: A Model for Human Trajectory Prediction H. Manh G. Alaghband HAI 74 116 0 12 Aug 2018
Visual Affordance and Function Understanding: A Survey Mohammed Hassanin Salman Khan M. Tahtali 58 52 0 18 Jul 2018
Long Activity Video Understanding using Functional Object-Oriented Network Ahmad Babaeian Jelodar D. Paulius Yu Sun 66 36 0 03 Jul 2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships Yong-Jin Liu Ruiping Wang Shiguang Shan Xilin Chen ObjD 105 229 0 30 Jun 2018
Focusing on What is Relevant: Time-Series Learning and Understanding using Attention Phongtharin Vinayavekhin Subhajit Chaudhury Asim Munawar Don Joven Agravante Giovanni De Magistris Daiki Kimura Ryuki Tachibana AI4TS 54 24 0 22 Jun 2018
Complex Gated Recurrent Neural Networks Moritz Wolter Angela Yao AI4CE 97 65 0 21 Jun 2018
Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control Zhiyong Wang Jinxiang Chai Shi-hong Xia GAN 64 75 0 21 Jun 2018
Object Level Visual Reasoning in Videos Fabien Baradel Natalia Neverova Christian Wolf J. Mille Greg Mori 101 164 0 16 Jun 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 128 757 0 05 Jun 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 76 263 0 16 May 2018
Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic Yongyi Tang Lin Ma Wen Liu Weishi Zheng 120 149 0 07 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 76 328 0 02 May 2018
Human Motion Modeling using DVGANs Xiaoyu Lin Mohamed R. Amer 77 75 0 27 Apr 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 120 220 0 16 Apr 2018
Personalized Dynamics Models for Adaptive Assistive Navigation Systems Eshed Ohn-Bar Kris Kitani Chieko Asakawa 75 30 0 11 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 335 824 0 04 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 123 192 0 03 Apr 2018
Learning Partially Structured Environmental Dynamics for Marine Robotic Navigation Chen Huang Kai-Li Yin Lantao Liu 29 1 0 11 Mar 2018
A Neural Network Approach to Missing Marker Reconstruction in Human Motion Capture Taras Kucherenko Jonas Beskow Hedvig Kjellström 3DH 71 15 0 07 Mar 2018
Generative Modeling of Multimodal Multi-Human Behavior Boris Ivanovic Edward Schmerling Karen Leung Marco Pavone 77 72 0 06 Mar 2018
Anticipation in Human-Robot Cooperation: A Recurrent Neural Network Approach for Multiple Action Sequences Prediction Paul Schydlo M. Raković L. Jamone J. Santos-Victor 123 64 0 28 Feb 2018
Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Jian Yang 86 173 0 27 Feb 2018
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 199 155 0 22 Feb 2018
Massivizing Computer Systems: a Vision to Understand, Design, and Engineer Computer Ecosystems through and beyond Modern Distributed Systems Alexandru Iosup Alexandru Uta L. Versluis George Andreadis Erwin Van Eyk T. Hegeman Sacheendra Talluri V. V. Beek L. Toader GNN 49 28 0 15 Feb 2018
FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling Jie Chen Tengfei Ma Cao Xiao GNN 206 1,522 0 30 Jan 2018
Predicting Future Lane Changes of Other Highway Vehicles using RNN-based Deep Models Sajan Patel Brent A. Griffin Kristofer D. Kusano Jason J. Corso 75 31 0 12 Jan 2018
LSTM Pose Machines Yue Luo Jimmy S. J. Ren Zhouxia Wang Wenxiu Sun Jin-shan Pan Jianbo Liu Jiahao Pang Liang Lin 78 120 0 18 Dec 2017
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 104 332 0 27 Nov 2017
Deep Learning for Real-Time Crime Forecasting and its Ternarization Bao Wang Penghang Yin Andrea L. Bertozzi P. Brantingham Stanley J. Osher Jack Xin AI4TS 55 85 0 23 Nov 2017
Spatio-Temporal Data Mining: A Survey of Problems and Methods G. Atluri Anuj Karpatne Vipin Kumar AI4TS 63 275 0 13 Nov 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey Pichao Wang W. Li P. Ogunbona Jun Wan Sergio Escalera 3DH 103 355 0 31 Oct 2017
Social Attention: Modeling Attention in Human Crowds Anirudh Vemula Katharina Muelling Jean Oh HAI 87 647 0 12 Oct 2017
Premise Selection for Theorem Proving by Deep Graph Embedding Mingzhe Wang Yihe Tang Jian Wang Jia Deng 102 133 0 28 Sep 2017
Embedding Deep Networks into Visual Explanations Zhongang Qi Saeed Khorram Fuxin Li 41 27 0 15 Sep 2017
Learning Inference Models for Computer Vision Varun Jampani BDL 54 1 0 31 Aug 2017
Predicting Human Activities Using Stochastic Grammar Siyuan Qi Siyuan Huang Ping Wei Song-Chun Zhu 89 90 0 02 Aug 2017
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection Yuan. Yuan Xiaodan Liang Xinyu Wang Dit-Yan Yeung Abhinav Gupta 96 93 0 02 Aug 2017
Human Pose Forecasting via Deep Markov Models Sam Toyer A. Cherian Tengda Han Stephen Gould 79 48 0 24 Jul 2017
Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks Jun Liu G. Wang Ling-yu Duan Kamila Abdiyeva Alex C. Kot HAI 217 490 0 18 Jul 2017
Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis Zimo Li Yi Zhou Shuangjiu Xiao Conghui He Zeng Huang Hao Li 3DH 114 47 0 17 Jul 2017
Deep Learning for Real Time Crime Forecasting Bao Wang Duo Zhang Duanhao Zhang P. Brantingham Andrea L. Bertozzi HAI 73 64 0 09 Jul 2017
Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates Jun Liu Amir Shahroudy Dong Xu Alex C. Kot G. Wang 89 457 0 26 Jun 2017
Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model Xingjian Shi Zhihan Gao Leonard Lausen Hao Wang Dit-Yan Yeung W. Wong W. Woo 101 801 0 12 Jun 2017
Active Learning for Structured Prediction from Partially Labeled Data Mehran Khodabandeh Zhiwei Deng Mostafa S. Ibrahim Shinichi Satoh Greg Mori 57 3 0 07 Jun 2017
Learning a bidirectional mapping between human whole-body motion and natural language using deep recurrent neural networks Matthias Plappert Christian Mandery Tamim Asfour 3DH 166 132 0 18 May 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 106 940 0 06 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 138 351 0 28 Apr 2017
Dynamic Graph Convolutional Networks Franco Manessi A. Rozza M. Manzo GNN 122 380 0 20 Apr 2017
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition Tianmin Shu S. Todorovic Song-Chun Zhu 69 150 0 10 Apr 2017