Structural-RNN: Deep Learning on Spatio-Temporal Graphs

17 November 2015

Silvio Savarese

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

50 / 458 papers shown

Title
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 30 243 0 07 Jul 2020
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method Fatemeh Serpush Mahdi Rezaei CVBM 16 5 0 06 Jul 2020
Graph2Kernel Grid-LSTM: A Multi-Cued Model for Pedestrian Trajectory Prediction by Learning Adaptive Neighborhoods Sirin Haddad S. Lam 26 1 0 03 Jul 2020
Control of Walking Assist Exoskeleton with Time-delay Based on the Prediction of Plantar Force Ming Ding Mikihisa Nagashima Sung-Gwi Cho Jun Takamatsu T. Ogasawara 21 15 0 02 Jul 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 37 42 0 30 Jun 2020
Compositional Video Synthesis with Action Graphs Amir Bar Roei Herzig Xiaolong Wang Anna Rohrbach Gal Chechik Trevor Darrell Amir Globerson 33 43 0 27 Jun 2020
Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network Stuart Eiffert Kunming Li Mao Shan Stewart Worrall Salah Sukkarieh E. Nebot 21 67 0 23 Jun 2020
Residual Force Control for Agile Human Behavior Imitation and Extended Motion Synthesis Ye Yuan Kris Kitani 29 75 0 12 Jun 2020
Dance Revolution: Long-Term Dance Generation with Music via Curriculum Learning Ruozi Huang Huang Hu Wei Wu Kei Sawada Mi Zhang Daxin Jiang 21 112 0 11 Jun 2020
Towards 3D Dance Motion Synthesis and Control Wenlin Zhuang Yangang Wang J. Paul Robinson Congyi Wang Ming Shao Y. Fu Siyu Xia 19 20 0 10 Jun 2020
Egocentric Object Manipulation Graphs Eadom Dessalene Michael Maynord Chinmaya Devaraj Cornelia Fermuller Yiannis Aloimonos EgoV 27 19 0 05 Jun 2020
Constructing Human Motion Manifold with Sequential Networks Deok-Kyeong Jang Sung-Hee Lee 20 13 0 29 May 2020
Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey Andrea Borghesi Federico Baldo M. Milano AI4CE 14 35 0 19 May 2020
Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey Joakim Skarding Bogdan Gabrys Katarzyna Musial AI4CE 22 227 0 13 May 2020
Skeleton-Aware Networks for Deep Motion Retargeting Kfir Aberman Peizhuo Li Dani Lischinski O. Sorkine-Hornung Daniel Cohen-Or Baoquan Chen 18 179 0 12 May 2020
Understanding Dynamic Scenes using Graph Convolution Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 19 30 0 09 May 2020
A Spatio-temporal Transformer for 3D Human Motion Prediction Emre Aksan Manuel Kaufmann Peng Cao Otmar Hilliges ViT 28 223 0 18 Apr 2020
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training Yu Cheng Bo Yang Bo Wang R. Tan 3DH 24 130 0 07 Apr 2020
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction Ye Yuan Kris Kitani DiffM 31 239 0 18 Mar 2020
Dynamic Multiscale Graph Neural Networks for 3D Skeleton-Based Human Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian AI4CE 3DH 93 304 0 17 Mar 2020
MoVi: A Large Multipurpose Motion and Video Dataset Saeed Ghorbani Kimia Mahdaviani A. Thaler Konrad Paul Kording D. Cook Gunnar Blohm N. Troje 19 70 0 04 Mar 2020
Learning Nonparametric Human Mesh Reconstruction from a Single Image without Ground Truth Meshes Kevin Qinghong Lin Lijuan Wang Ying Jin Zicheng Liu Ming-Ting Sun 3DH 24 4 0 28 Feb 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 23 150 0 20 Feb 2020
Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network Jiachen Li Hengbo Ma Zhihao Zhang Masayoshi Tomizuka 19 54 0 14 Feb 2020
Machine Learning Approaches For Motor Learning: A Short Review Baptiste Caramiaux Jules Françoise A. Liu Téo Sanchez Frédéric Bevilacqua 14 11 0 11 Feb 2020
Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks Sravan Mylavarapu Mahtab Sandhu Priyesh Vijayan K. M. Krishna Balaraman Ravindran A. Namboodiri 14 27 0 03 Feb 2020
Music2Dance: DanceNet for Music-driven Dance Generation Wenlin Zhuang Congyi Wang Siyu Xia Jinxiang Chai Yangang Wang DiffM 14 2 0 02 Feb 2020
Learning Compositional Neural Information Fusion for Human Parsing Wenguan Wang Zhijie Zhang Siyuan Qi Jianbing Shen Yanwei Pang Ling Shao 3DH 33 128 0 19 Jan 2020
Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data Tim Salzmann Boris Ivanovic Punarjay Chakravarty Marco Pavone 33 130 0 09 Jan 2020
Towards Practical Multi-Object Manipulation using Relational Reinforcement Learning R. Li Allan Jabri Trevor Darrell Pulkit Agrawal OffRL 21 111 0 23 Dec 2019
Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks Joanna Materzynska Tete Xiao Roei Herzig Huijuan Xu Xiaolong Wang Trevor Darrell CoGe 24 173 0 20 Dec 2019
Neural Design Network: Graphic Layout Generation with Constraints Hsin-Ying Lee Lu Jiang Irfan Essa Madison Le Haifeng Gong Ming-Hsuan Yang Weilong Yang 40 136 0 19 Dec 2019
Contextually Plausible and Diverse 3D Human Motion Prediction M. S. Aliakbarian F. Saleh L. Petersson Stephen Gould Mathieu Salzmann 3DH 21 3 0 18 Dec 2019
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs Jingwei Ji Ranjay Krishna Li Fei-Fei Juan Carlos Niebles 39 336 0 15 Dec 2019
Unsupervised and Generic Short-Term Anticipation of Human Body Motions Kristina Enes Hassan Errami Moritz Wolter Tim Krake B. Eberhardt A. Weber Jorg Zimmermann OOD 24 1 0 13 Dec 2019
Human Motion Anticipation with Symbolic Label Julian Tanke A. Weber Juergen Gall 37 6 0 12 Dec 2019
Graph Input Representations for Machine Learning Applications in Urban Network Analysis Alessio Pagani Abhinav Mehrotra Mirco Musolesi GNN HAI AI4TS 23 4 0 11 Dec 2019
Video action detection by learning graph-based spatio-temporal interactions Matteo Tomei Lorenzo Baraldi Simone Calderara Simone Bronzin Rita Cucchiara 21 9 0 09 Dec 2019
PREDICT & CLUSTER: Unsupervised Skeleton Based Action Recognition Kun Su Xiulong Liu Eli Shlizerman 36 182 0 27 Nov 2019
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network Junfeng Hu Zhencheng Fan Jun Liao Li Liu 3DH 19 12 0 06 Nov 2019
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision K. Mangalam Ehsan Adeli Kuan-Hui Lee Adrien Gaidon Juan Carlos Niebles NoLa 30 47 0 04 Nov 2019
Structured Prediction Helps 3D Human Motion Modelling Emre Aksan Manuel Kaufmann Otmar Hilliges 3DH 35 187 0 20 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs Ge Li Matthias Muller Guocheng Qian Itzel C. Delgadillo Abdulellah Abualshour Ali K. Thabet Guohao Li 3DPC GNN 37 168 0 15 Oct 2019
TrajectoryNet: a new spatio-temporal feature learning network for human motion prediction Xiaoli Liu Jianqin Yin Jin Liu Pengxiang Ding Jun Liu Huaping Liu 3DH 27 11 0 15 Oct 2019
Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting Jean Pierre Mercat Thomas Gilles N. Zoghby G. Sandou D. Beauvois Guillermo Pita Gil 28 168 0 08 Oct 2019
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera Iro Armeni Zhi-Yang He JunYoung Gwak Amir Zamir Martin Fischer Jitendra Malik Silvio Savarese 3DV 3DPC 48 336 0 06 Oct 2019
Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction Maosen Li Siheng Chen Xu Chen Ya Zhang Yanfeng Wang D. Ebert 3DH 21 185 0 05 Oct 2019
Prediction of Human Full-Body Movements with Motion Optimization and Recurrent Neural Networks Philipp Kratzer Marc Toussaint Jim Mainprice 3DH 22 34 0 04 Oct 2019
Predicting Responses to a Robot's Future Motion using Generative Recurrent Neural Networks Stuart Eiffert Salah Sukkarieh 30 12 0 30 Sep 2019
Lane Attention: Predicting Vehicles' Moving Trajectories by Learning Their Attention over Lanes Jiacheng Pan Hongyi Sun Kecheng Xu Yifei Jiang Xiangquan Xiao Jiangtao Hu Jinghao Miao 19 35 0 29 Sep 2019