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
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 46 8,188 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 18 54 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 21 4,526 0 20 Dec 2018
Sequence Prediction using Spectral RNNs Moritz Wolter Juergen Gall Angela Yao AI4TS 17 2 0 13 Dec 2018
Human Motion Prediction via Spatio-Temporal Inpainting Alejandro Hernandez Ruiz Juergen Gall Francesc Moreno-Noguer 3DH 8 207 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 A. Hengel ObjD 9 239 0 12 Dec 2018
Deep Learning on Graphs: A Survey Ziwei Zhang Peng Cui Wenwu Zhu GNN 4 1,193 0 11 Dec 2018
BiHMP-GAN: Bidirectional 3D Human Motion Prediction GAN Jogendra Nath Kundu Maharshi Gor R. Venkatesh Babu 14 139 0 06 Dec 2018
Dynamic Spatio-temporal Graph-based CNNs for Traffic Prediction Menglin Wang Fei Chen Baisheng Lai Zhongming Jin Yong Liu ... Long Wei Pengfei Wang Yandong Tang Jianqiang Huang Xiansheng Hua GNN AI4TS 8 35 0 05 Dec 2018
Learning 3D Human Dynamics from Video Yang Janet Liu Jason Y. Zhang Lei Lin Jitendra Malik 3DH 14 507 0 04 Dec 2018
Stacked Spatio-Temporal Graph Convolutional Networks for Action Segmentation P. Ghosh Yi Yao L. Davis Ajay Divakaran 18 80 0 26 Nov 2018
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents Sungwon Kim Sang-gil Lee Sibo Zhang Ruigang Yang Jaehyeon Kim Dinesh Manocha 16 418 0 06 Nov 2018
Action-Agnostic Human Pose Forecasting Hsu-kuang Chiu Ehsan Adeli Borui Wang De-An Huang Juan Carlos Niebles 3DH 17 157 0 23 Oct 2018
The Trajectron: Probabilistic Multi-Agent Trajectory Modeling With Dynamic Spatiotemporal Graphs B. Ivanovic Marco Pavone 9 1 0 14 Oct 2018
Recurrent Transition Networks for Character Locomotion Félix G. Harvey C. Pal 8 89 0 04 Oct 2018
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling Judith Butepage Hedvig Kjellström Danica Kragic 36 8 0 24 Sep 2018
Non-linear Attributed Graph Clustering by Symmetric NMF with PU Learning Seiji Maekawa Koh Takeuchi Makoto Onizuka 6 11 0 21 Sep 2018
Detect, anticipate and generate: Semi-supervised recurrent latent variable models for human activity modeling Judith Butepage Danica Kragic DRL 14 0 0 19 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 7 64 0 11 Sep 2018
A Neural Temporal Model for Human Motion Prediction Anand Gopalakrishnan A. Mali Daniel Kifer C. Lee Giles Alexander Ororbia 3DH 9 173 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 17 529 0 23 Aug 2018
Isometric Transformation Invariant Graph-based Deep Neural Network Renata Khasanova P. Frossard 12 3 0 21 Aug 2018
Machine Learning for Spatiotemporal Sequence Forecasting: A Survey Xingjian Shi Dit-Yan Yeung AI4TS 11 84 0 21 Aug 2018
Scene-LSTM: A Model for Human Trajectory Prediction H. Manh G. Alaghband HAI 12 114 0 12 Aug 2018
Visual Affordance and Function Understanding: A Survey Mohammed Hassanin Salman Khan M. Tahtali 8 48 0 18 Jul 2018
Long Activity Video Understanding using Functional Object-Oriented Network Ahmad Babaeian Jelodar D. Paulius Yu Sun 12 34 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 8 217 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 11 23 0 22 Jun 2018
Complex Gated Recurrent Neural Networks Moritz Wolter Angela Yao AI4CE 6 63 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 9 67 0 21 Jun 2018
Object Level Visual Reasoning in Videos Fabien Baradel Natalia Neverova Christian Wolf J. Mille Greg Mori 14 163 0 16 Jun 2018
Videos as Space-Time Region Graphs X. Wang Abhinav Gupta 9 748 0 05 Jun 2018
Lovasz Convolutional Networks Prateek Yadav M. Nimishakavi N. Yadati Shikhar Vashishth A. Rajkumar Partha P. Talukdar GNN 9 11 0 29 May 2018
Human Action Generation with Generative Adversarial Networks Mohammad Ahangar Kiasari Dennis Singh Moirangthem Minho Lee GAN 9 10 0 26 May 2018
Learning Graph-Level Representations with Recurrent Neural Networks Yu Jin J. JáJá GNN SSL 14 13 0 20 May 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 4 249 0 16 May 2018
Long-Term Human Motion Prediction by Modeling Motion Context and Enhancing Motion Dynamic Yongyi Tang Lin Ma W. Liu Weishi Zheng 6 145 0 07 May 2018
Convolutional Sequence to Sequence Model for Human Dynamics Chen Li Zhen Zhang Wee Sun Lee Gim Hee Lee 3DH 9 319 0 02 May 2018
Human Motion Modeling using DVGANs Xiaoyu Lin Mohamed R. Amer 14 74 0 27 Apr 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 8 199 0 16 Apr 2018
Personalized Dynamics Models for Adaptive Assistive Navigation Systems Eshed Ohn-Bar Kris M. Kitani Chieko Asakawa 8 29 0 11 Apr 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 208 809 0 04 Apr 2018
When will you do what? - Anticipating Temporal Occurrences of Activities Yazan Abu Farha Alexander Richard Juergen Gall 11 187 0 03 Apr 2018
Graph-Based Deep Modeling and Real Time Forecasting of Sparse Spatio-Temporal Data Bao Wang Xiyang Luo Fangbo Zhang Baichuan Yuan Andrea L. Bertozzi P. Brantingham AI4TS 9 59 0 02 Apr 2018
Generalised Structural CNNs (SCNNs) for time series data with arbitrary graph topology Thomas Teh C. Auepanwiriyakul J. Harston A. Faisal GNN 17 2 0 14 Mar 2018
Learning Partially Structured Environmental Dynamics for Marine Robotic Navigation Chen Huang Kai-Li Yin Lantao Liu 11 1 0 11 Mar 2018
A Neural Network Approach to Missing Marker Reconstruction in Human Motion Capture Taras Kucherenko Jonas Beskow Hedvig Kjellström 3DH 14 15 0 07 Mar 2018
Generative Modeling of Multimodal Multi-Human Behavior B. Ivanovic Edward Schmerling Karen Leung Marco Pavone 14 67 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 6 64 0 28 Feb 2018
Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition Chaolong Li Zhen Cui Wenming Zheng Chunyan Xu Jian Yang 14 171 0 27 Feb 2018