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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
Unified Graph Structured Models for Video Understanding Anurag Arnab Chen Sun Cordelia Schmid 125 46 0 29 Mar 2021
Self-Attentive 3D Human Pose and Shape Estimation from Videos Yun-Chun Chen Marco Piccirilli Robinson Piramuthu Ming-Hsuan Yang 3DH 85 12 0 26 Mar 2021
Health Status Prediction with Local-Global Heterogeneous Behavior Graph Xuan Ma Xiaoshan Yang Junyuan Gao Changsheng Xu 32 3 0 23 Mar 2021
Learning Multiscale Correlations for Human Motion Prediction Honghong Zhou Caili Guo Hao Zhang Yanjun Wang 3DH 64 17 0 19 Mar 2021
Aggregated Multi-GANs for Controlled 3D Human Motion Prediction Zhenguang Liu Kedi Lyu Shuang Wu Haipeng Chen Y. Hao S. Ji 3DH AI4CE 65 59 0 17 Mar 2021
Learning Asynchronous and Sparse Human-Object Interaction in Videos Romero Morais Vuong Le Svetha Venkatesh T. Tran 49 30 0 03 Mar 2021
Scalable Learning With a Structural Recurrent Neural Network for Short-Term Traffic Prediction Young-jin Kim Peng Wang Lyudmila Mihaylova GNN 52 16 0 03 Mar 2021
Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking Jiachen Li Hengbo Ma Zhihao Zhang Jinning Li Masayoshi Tomizuka 93 74 0 18 Feb 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 88 262 0 09 Feb 2021
Forecasting Action through Contact Representations from First Person Video Eadom Dessalene Chinmaya Devaraj Michael Maynord Cornelia Fermuller Yiannis Aloimonos EgoV 110 61 0 01 Feb 2021
SCAN: A Spatial Context Attentive Network for Joint Multi-Agent Intent Prediction Jasmine Sekhon C. Fleming 58 21 0 29 Jan 2021
A Review of Graph Neural Networks and Their Applications in Power Systems Wenlong Liao B. Bak‐Jensen J. Pillai Yuelong Wang Yusen Wang GNN AI4CE 122 228 0 25 Jan 2021
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ Ruilong Li Sha Yang David A. Ross Angjoo Kanazawa ViT 294 506 0 21 Jan 2021
Hierarchical Graph-RNNs for Action Detection of Multiple Activities Sovan Biswas Yaser Souri Juergen Gall 124 2 0 21 Jan 2021
Activity Graph Transformer for Temporal Action Localization Megha Nawhal Greg Mori 133 71 0 21 Jan 2021
MAAS: Multi-modal Assignation for Active Speaker Detection Juan Carlos León Alcázar Fabian Caba Heilbron Ali K. Thabet Guohao Li 130 52 0 11 Jan 2021
3D Human motion anticipation and classification Emad Barsoum J. Kender Zicheng Liu 3DH 55 1 0 31 Dec 2020
Multi-grained Trajectory Graph Convolutional Networks for Habit-unrelated Human Motion Prediction Jin Liu Jianqin Yin 3DH 57 2 0 23 Dec 2020
Flow-based Generative Models for Learning Manifold to Manifold Mappings Xingjian Zhen Rudrasis Chakraborty Liu Yang Vikas Singh DRL MedIm 142 9 0 18 Dec 2020
LIGHTEN: Learning Interactions with Graph and Hierarchical TEmporal Networks for HOI in videos Sai Praneeth Reddy Sunkesula Rishabh Dabral Ganesh Ramakrishnan 84 36 0 17 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 172 127 0 16 Dec 2020
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction Sirin Haddad S. Lam GNN 42 8 0 11 Dec 2020
Enhanced spatio-temporal electric load forecasts using less data with active deep learning Arsam Aryandoust Anthony Patt S. Pfenninger 118 14 0 08 Dec 2020
SAFCAR: Structured Attention Fusion for Compositional Action Recognition Tae Soo Kim Gregory Hager CoGe 69 10 0 03 Dec 2020
Forecasting Characteristic 3D Poses of Human Actions Christian Diller Thomas Funkhouser Angela Dai 86 29 0 30 Nov 2020
Learning to dance: A graph convolutional adversarial network to generate realistic dance motions from audio João P. Ferreira Thiago M. Coutinho Thiago L. Gomes J. F. Neto Rafael Azevedo Renato Martins Erickson R. Nascimento GAN 117 74 0 25 Nov 2020
Goal-driven Long-Term Trajectory Prediction Hung Tran Vuong Le T. Tran 71 39 0 05 Nov 2020
Multi-agent Trajectory Prediction with Fuzzy Query Attention Nitin Kamra Hao Zhu Dweep Trivedi Ming Zhang Yan Liu AI4CE 85 32 0 29 Oct 2020
Convolutional Autoencoders for Human Motion Infilling Manuel Kaufmann Emre Aksan Mingli Song Fabrizio Pece R. Ziegler Otmar Hilliges 3DH 54 102 0 22 Oct 2020
Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model Saeed Ghorbani C. Wloka Ali Etemad M. Brubaker N. Troje 3DV 78 32 0 20 Oct 2020
Language and Visual Entity Relationship Graph for Agent Navigation Yicong Hong Cristian Rodriguez-Opazo Yuankai Qi Qi Wu Stephen Gould LM&Ro 226 135 0 19 Oct 2020
Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results Chunnan Wang Kaixin Zhang Hongzhi Wang Bozhou Chen GNN AI4TS 59 25 0 15 Oct 2020
Multi-Scale Networks for 3D Human Pose Estimation with Inference Stage Optimization Cheng Yu Bo Wang Bo Yang R. Tan 3DH 78 3 0 13 Oct 2020
DORi: Discovering Object Relationship for Moment Localization of a Natural-Language Query in Video Cristian Rodriguez-Opazo Edison Marrese-Taylor Basura Fernando Hongdong Li Stephen Gould 197 10 0 13 Oct 2020
Intuitive Facial Animation Editing Based On A Generative RNN Framework Eloïse Berson Catherine Soladié Nicolas Stoiber 3DH CVBM 56 7 0 12 Oct 2020
SDMTL: Semi-Decoupled Multi-grained Trajectory Learning for 3D human motion prediction Xiaoli Liu Jianqin Yin 3DH 79 3 0 11 Oct 2020
Motion Prediction Using Temporal Inception Module Tim Lebailly Sena Kiciroglu Mathieu Salzmann Pascal Fua Wei Wang 74 37 0 06 Oct 2020
Generative Model-Enhanced Human Motion Prediction Anthony Bourached Ryan-Rhys Griffiths Robert J. Gray A. Jha P. Nachev 75 15 0 05 Oct 2020
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction Xiong Dan 73 8 0 22 Sep 2020
ChoreoNet: Towards Music to Dance Synthesis with Choreographic Action Unit Zijie Ye Haozhe Wu Jia Jia Yaohua Bu Wei Chen Fanbo Meng Yanfeng Wang 94 73 0 16 Sep 2020
Long-Term Anticipation of Activities with Cycle Consistency Yazan Abu Farha Qiuhong Ke Bernt Schiele Juergen Gall AI4TS 91 44 0 02 Sep 2020
Adversarial Generative Grammars for Human Activity Prediction A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo GAN 92 31 0 11 Aug 2020
Multimodal Deep Generative Models for Trajectory Prediction: A Conditional Variational Autoencoder Approach Boris Ivanovic Karen Leung Edward Schmerling Marco Pavone VGen DRL 72 99 0 10 Aug 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 106 294 0 23 Jul 2020
Visual Relation Grounding in Videos Junbin Xiao Xindi Shang Xun Yang Sheng Tang Tat-Seng Chua 80 40 0 17 Jul 2020
SumGraph: Video Summarization via Recursive Graph Modeling Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn 79 55 0 17 Jul 2020
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers Shijie Geng Peng Gao Moitreya Chatterjee Chiori Hori Jonathan Le Roux Yongfeng Zhang Hongsheng Li A. Cherian 101 11 0 08 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 125 251 0 07 Jul 2020
Complex Human Action Recognition in Live Videos Using Hybrid FR-DL Method Fatemeh Serpush Mahdi Rezaei CVBM 43 5 0 06 Jul 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 106 42 0 30 Jun 2020