Structural-RNN: Deep Learning on Spatio-Temporal Graphs

17 November 2015

Silvio Savarese

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

50 / 457 papers shown

Title
Glimpse Clouds: Human Activity Recognition from Unstructured Feature Points Fabien Baradel Christian Wolf J. Mille Graham W. Taylor 19 139 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 15 26 0 15 Feb 2018
Graph2Seq: Scalable Learning Dynamics for Graphs S. Venkatakrishnan Mohammad Alizadeh Pramod Viswanath GNN 20 12 0 14 Feb 2018
Critical Percolation as a Framework to Analyze the Training of Deep Networks Z. Ringel Rodrigo Andrade de Bem 14 1 0 06 Feb 2018
Structural Recurrent Neural Network (SRNN) for Group Activity Analysis Sovan Biswas Juergen Gall GNN 17 45 0 06 Feb 2018
FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling Jie Chen Tengfei Ma Cao Xiao GNN 8 1,375 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 11 30 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 23 111 0 18 Dec 2017
Learning to Forecast Videos of Human Activity with Multi-granularity Models and Adaptive Rendering Mengyao Zhai Jiacheng Chen Ruizhi Deng Lei Chen Ligeng Zhu Greg Mori 3DH 16 2 0 05 Dec 2017
HP-GAN: Probabilistic 3D human motion prediction via GAN Emad Barsoum J. Kender Zicheng Liu 3DH 16 325 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 28 82 0 23 Nov 2017
Identifying Most Walkable Direction for Navigation in an Outdoor Environment Sachin Mehta Hannaneh Hajishirzi Linda G. Shapiro 15 9 0 21 Nov 2017
Spatio-Temporal Data Mining: A Survey of Problems and Methods G. Atluri Anuj Karpatne Vipin Kumar AI4TS 19 268 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 23 350 0 31 Oct 2017
Social Attention: Modeling Attention in Human Crowds Anirudh Vemula Katharina Muelling Jean Oh HAI 9 629 0 12 Oct 2017
Graph Convolutional Networks for Classification with a Structured Label Space Meihao Chen Zhuoru Lin Kyunghyun Cho GNN 14 16 0 12 Oct 2017
Premise Selection for Theorem Proving by Deep Graph Embedding Mingzhe Wang Yihe Tang Jian Wang Jia Deng 16 124 0 28 Sep 2017
Embedding Deep Networks into Visual Explanations Zhongang Qi Saeed Khorram Fuxin Li 19 27 0 15 Sep 2017
Action Schema Networks: Generalised Policies with Deep Learning Sam Toyer Felipe W. Trevizan Sylvie Thiébaux Lexing Xie GNN 10 66 0 13 Sep 2017
Learning Inference Models for Computer Vision Varun Jampani BDL 16 1 0 31 Aug 2017
End-to-end learning potentials for structured attribute prediction Kota Yamaguchi Takayuki Okatani T. Umeda Kazuhiko Murasaki K. Sudo BDL 12 2 0 06 Aug 2017
Predicting Human Activities Using Stochastic Grammar Siyuan Qi Siyuan Huang Ping Wei Song-Chun Zhu 19 82 0 02 Aug 2017
Temporal Dynamic Graph LSTM for Action-driven Video Object Detection Yuan. Yuan Xiaodan Liang X. Wang Dit-Yan Yeung Abhinav Gupta 14 86 0 02 Aug 2017
Human Pose Forecasting via Deep Markov Models Sam Toyer A. Cherian Tengda Han Stephen Gould 11 44 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 15 483 0 18 Jul 2017
Auto-Conditioned Recurrent Networks for Extended Complex Human Motion Synthesis Zimo Li Yi Zhou Shuangjiu Xiao C. He Zeng Huang Hao Li 3DH 14 47 0 17 Jul 2017
Deep Learning for Real Time Crime Forecasting Bao Wang Duo Zhang Duanhao Zhang P. Brantingham Andrea L. Bertozzi HAI 16 63 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 10 419 0 26 Jun 2017
Hierarchical Label Inference for Video Classification Nelson Nauata Jonathan Smith Greg Mori BDL 16 2 0 15 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 15 703 0 12 Jun 2017
Active Learning for Structured Prediction from Partially Labeled Data Mehran Khodabandeh Zhiwei Deng Mostafa S. Ibrahim Shinichi Satoh Greg Mori 12 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 16 129 0 18 May 2017
On human motion prediction using recurrent neural networks Julieta Martinez Michael J. Black Javier Romero 3DH 8 915 0 06 May 2017
The Pose Knows: Video Forecasting by Generating Pose Futures Jacob Walker Kenneth Marino Abhinav Gupta M. Hebert 15 334 0 28 Apr 2017
Dynamic Graph Convolutional Networks Franco Manessi A. Rozza M. Manzo GNN 6 361 0 20 Apr 2017
CERN: Confidence-Energy Recurrent Network for Group Activity Recognition Tianmin Shu S. Todorovic Song-Chun Zhu 4 143 0 10 Apr 2017
Learning Human Motion Models for Long-term Predictions Partha Ghosh Jie Song Emre Aksan Otmar Hilliges 3DH 17 237 0 10 Apr 2017
LabelBank: Revisiting Global Perspectives for Semantic Segmentation Hexiang Hu Zhiwei Deng Guang-Tong Zhou Fei Sha Greg Mori VLM 27 16 0 29 Mar 2017
Graph-based Isometry Invariant Representation Learning Renata Khasanova P. Frossard 13 55 0 01 Mar 2017
Anticipating many futures: Online human motion prediction and synthesis for human-robot collaboration Judith Butepage Hedvig Kjellström Danica Kragic 3DH 30 26 0 27 Feb 2017
Deep representation learning for human motion prediction and classification Judith Butepage Michael J. Black Danica Kragic Hedvig Kjellström 3DH 19 419 0 24 Feb 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 11 1,195 0 10 Jan 2017
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies Amir Sadeghian Alexandre Alahi Silvio Savarese VOT 10 530 0 08 Jan 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 17 672 0 22 Dec 2016
Deep Learning on Lie Groups for Skeleton-based Action Recognition Zhiwu Huang Chengde Wan Thomas Probst Luc Van Gool 3DH 16 265 0 18 Dec 2016
Graphical RNN Models Ashish Bora Sugato Basu Joydeep Ghosh AI4TS AI4CE 20 0 0 15 Dec 2016
Statistics of Visual Responses to Object Stimuli from Primate AIT Neurons to DNN Neurons Qiulei Dong Zhanyi Hu 14 11 0 12 Dec 2016
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 226 438 0 01 Dec 2016
Recalling Holistic Information for Semantic Segmentation Hexiang Hu Zhiwei Deng Guang-Tong Zhou Fei Sha Greg Mori 34 4 0 24 Nov 2016
Building Deep Networks on Grassmann Manifolds Zhiwu Huang Jiqing Wu Luc Van Gool 8 143 0 17 Nov 2016