Structural-RNN: Deep Learning on Spatio-Temporal Graphs

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Structural-RNN: Deep Learning on Spatio-Temporal Graphs

17 November 2015

Silvio Savarese

Ashutosh Saxena

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

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Title
Learning Human Motion Models for Long-term Predictions Partha Ghosh Mingli Song Emre Aksan Otmar Hilliges 3DH 81 240 0 10 Apr 2017
Graph-based Isometry Invariant Representation Learning Renata Khasanova P. Frossard 120 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 70 26 0 27 Feb 2017
Deep representation learning for human motion prediction and classification Judith Butepage Michael J. Black Danica Kragic Hedvig Kjellström 3DH 105 426 0 24 Feb 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 161 1,228 0 10 Jan 2017
Tracking The Untrackable: Learning To Track Multiple Cues with Long-Term Dependencies Amir Sadeghian Alexandre Alahi Silvio Savarese VOT 101 530 0 08 Jan 2017
Structured Sequence Modeling with Graph Convolutional Recurrent Networks Youngjoo Seo M. Defferrard P. Vandergheynst Xavier Bresson GNN 159 787 0 22 Dec 2016
Deep Learning on Lie Groups for Skeleton-based Action Recognition Zhiwu Huang Chengde Wan Thomas Probst Luc Van Gool 3DH 129 280 0 18 Dec 2016
Statistics of Visual Responses to Object Stimuli from Primate AIT Neurons to DNN Neurons Qiulei Dong Zhanyi Hu 53 11 0 12 Dec 2016
A Compositional Object-Based Approach to Learning Physical Dynamics Michael Chang T. Ullman Antonio Torralba J. Tenenbaum AI4CE OCL 397 441 0 01 Dec 2016
Recalling Holistic Information for Semantic Segmentation Hexiang Hu Zhiwei Deng Guang-Tong Zhou Fei Sha Greg Mori 74 5 0 24 Nov 2016
Building Deep Networks on Grassmann Manifolds Zhiwu Huang Jiqing Wu Luc Van Gool 103 163 0 17 Nov 2016
Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets Jaekoo Lee Hyunjae Kim Jongsun Lee Sungroh Yoon GNN 78 66 0 15 Nov 2016
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics J. M. Wong 80 11 0 01 Nov 2016
Graph-Structured Representations for Visual Question Answering Damien Teney Lingqiao Liu Anton Van Den Hengel GNN NAI 147 422 0 19 Sep 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 205 1,109 0 24 Jul 2016
Predicting Human Intentions from Motion Only: A 2D+3D Fusion Approach Andrea Zunino Jacopo Cavazza A. Koul A. Cavallo C. Becchio Vittorio Murino 24 5 0 31 May 2016