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
Scalable Learning With a Structural Recurrent Neural Network for Short-Term Traffic Prediction Young-jin Kim Peng Wang Lyudmila Mihaylova GNN 31 16 0 03 Mar 2021
Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving Chen Tang Nishan Srishankar Sujitha Martin Masayoshi Tomizuka 48 10 0 23 Feb 2021
Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking Jiachen Li Hengbo Ma Zhihao Zhang Jinning Li Masayoshi Tomizuka 55 68 0 18 Feb 2021
Robust Motion In-betweening Félix G. Harvey Mike Yurick Derek Nowrouzezahrai C. Pal VGen 29 246 0 09 Feb 2021
Forecasting Action through Contact Representations from First Person Video Eadom Dessalene Chinmaya Devaraj Michael Maynord Cornelia Fermuller Yiannis Aloimonos EgoV 58 60 0 01 Feb 2021
SCAN: A Spatial Context Attentive Network for Joint Multi-Agent Intent Prediction Jasmine Sekhon C. Fleming 14 18 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 27 210 0 25 Jan 2021
AI Choreographer: Music Conditioned 3D Dance Generation with AIST++ Ruilong Li Sha Yang David A. Ross Angjoo Kanazawa ViT 219 479 0 21 Jan 2021
Hierarchical Graph-RNNs for Action Detection of Multiple Activities Sovan Biswas Yaser Souri Juergen Gall 21 2 0 21 Jan 2021
Activity Graph Transformer for Temporal Action Localization Megha Nawhal Greg Mori 39 69 0 21 Jan 2021
MAAS: Multi-modal Assignation for Active Speaker Detection Juan Carlos León Alcázar Fabian Caba Heilbron Ali K. Thabet Guohao Li 65 51 0 11 Jan 2021
3D Human motion anticipation and classification Emad Barsoum J. Kender Zicheng Liu 3DH 21 1 0 31 Dec 2020
Multi-grained Trajectory Graph Convolutional Networks for Habit-unrelated Human Motion Prediction Jin Liu Jianqin Yin 3DH 25 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 31 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 25 34 0 17 Dec 2020
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 116 0 16 Dec 2020
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction Sirin Haddad S. Lam GNN 19 8 0 11 Dec 2020
Long Term Motion Prediction Using Keyposes Sena Kiciroglu Wei Wang Mathieu Salzmann Pascal Fua 3DH 37 9 0 08 Dec 2020
Enhanced spatio-temporal electric load forecasts using less data with active deep learning Arsam Aryandoust Anthony Patt S. Pfenninger 21 14 0 08 Dec 2020
SAFCAR: Structured Attention Fusion for Compositional Action Recognition Tae Soo Kim Gregory Hager CoGe 16 10 0 03 Dec 2020
Forecasting Characteristic 3D Poses of Human Actions Christian Diller Thomas Funkhouser Angela Dai 44 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 36 68 0 25 Nov 2020
Adversarial Refinement Network for Human Motion Prediction Xianjin Chao Yanrui Bin Wenqing Chu Xuan Cao Yanhao Ge Chengjie Wang Jilin Li Feiyue Huang Howard Leung 3DH GAN 17 7 0 23 Nov 2020
Goal-driven Long-Term Trajectory Prediction Hung Tran Vuong Le T. Tran 39 38 0 05 Nov 2020
Multi-agent Trajectory Prediction with Fuzzy Query Attention Nitin Kamra Hao Zhu Dweep Trivedi Ming Zhang Yan Liu AI4CE 21 31 0 29 Oct 2020
Convolutional Autoencoders for Human Motion Infilling Manuel Kaufmann Emre Aksan Mingli Song Fabrizio Pece R. Ziegler Otmar Hilliges 3DH 21 97 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 36 31 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 179 132 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 28 21 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 22 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 137 11 0 13 Oct 2020
Intuitive Facial Animation Editing Based On A Generative RNN Framework Eloïse Berson Catherine Soladié Nicolas Stoiber 3DH CVBM 17 7 0 12 Oct 2020
SDMTL: Semi-Decoupled Multi-grained Trajectory Learning for 3D human motion prediction Xiaoli Liu Jianqin Yin 3DH 25 3 0 11 Oct 2020
Deep Sequence Learning for Video Anticipation: From Discrete and Deterministic to Continuous and Stochastic S. Aliakbarian AI4TS 24 0 0 09 Oct 2020
Motion Prediction Using Temporal Inception Module Tim Lebailly Sena Kiciroglu Mathieu Salzmann Pascal Fua Wei Wang 43 37 0 06 Oct 2020
Generative Model-Enhanced Human Motion Prediction Anthony Bourached Ryan-Rhys Griffiths Robert J. Gray A. Jha P. Nachev 34 15 0 05 Oct 2020
Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification Alin Banka Inis Buzi I. Rekik 28 11 0 24 Sep 2020
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction Xiong Dan 11 7 0 22 Sep 2020
Inferring, Predicting, and Denoising Causal Wave Dynamics Matthias Karlbauer S. Otte Hendrik P. A. Lensch Thomas Scholten V. Wulfmeyer Martin Volker Butz 14 3 0 19 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 31 69 0 16 Sep 2020
Long-Term Anticipation of Activities with Cycle Consistency Yazan Abu Farha Qiuhong Ke Bernt Schiele Juergen Gall AI4TS 22 41 0 02 Sep 2020
Adversarial Generative Grammars for Human Activity Prediction A. Piergiovanni A. Angelova Alexander Toshev Michael S. Ryoo GAN 19 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 21 97 0 10 Aug 2020
Real-Time Cleaning and Refinement of Facial Animation Signals Eloïse Berson Catherine Soladié Nicolas Stoiber 3DH 18 2 0 04 Aug 2020
History Repeats Itself: Human Motion Prediction via Motion Attention Wei Mao Miaomiao Liu Mathieu Salzmann 65 287 0 23 Jul 2020
Visual Relation Grounding in Videos Junbin Xiao Xindi Shang Xun Yang Sheng Tang Tat-Seng Chua 20 40 0 17 Jul 2020
SumGraph: Video Summarization via Recursive Graph Modeling Jungin Park Jiyoung Lee Ig-Jae Kim Kwanghoon Sohn 27 53 0 17 Jul 2020
Socially and Contextually Aware Human Motion and Pose Forecasting Vida Adeli Ehsan Adeli Ian Reid Juan Carlos Niebles Hamid Rezatofighi 3DH 24 78 0 14 Jul 2020
Multitask Non-Autoregressive Model for Human Motion Prediction Bin Li Jian Tian Zhongfei Zhang Hailin Feng Xi Li 3DH 30 39 0 13 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 27 11 0 08 Jul 2020