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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
End-to-End Active Speaker Detection Juan Carlos León Alcázar M. Cordes Chen Zhao Guohao Li 99 28 0 27 Mar 2022
Visual Abductive Reasoning Chen Liang Wenguan Wang Tianfei Zhou Yi Yang LRM 92 40 0 26 Mar 2022
Phased Flight Trajectory Prediction with Deep Learning Kai Zhang Bo Chen 42 3 0 17 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 91 30 0 08 Mar 2022
Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph Shuijing Liu Peixin Chang Zhe Huang Neeloy Chakraborty Kaiwen Hong Weihang Liang D. L. McPherson Junyi Geng Katherine Driggs-Campbell 124 80 0 03 Mar 2022
3D Human Motion Prediction: A Survey Kedi Lyu Haipeng Chen Zhenguang Liu Beiqi Zhang Ruili Wang 3DH 77 56 0 03 Mar 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction Chongyang Zhong Lei Hu Zihao Zhang Yongjing Ye Shi-hong Xia 3DH 105 93 0 03 Mar 2022
3D Skeleton-based Human Motion Prediction with Manifold-Aware GAN Baptiste Chopin N. Otberdout Mohamed Daoudi A. Bartolo 3DH 125 7 0 01 Mar 2022
Meta-path Analysis on Spatio-Temporal Graphs for Pedestrian Trajectory Prediction Aamir Hasan Pranav Sriram Katherine Driggs-Campbell GNN 334 3 0 27 Feb 2022
Graph Lifelong Learning: A Survey F. Febrinanto Xiwei Xu Kristen Moore Chandra Thapa Charu C. Aggarwal CLL AI4CE 120 53 0 22 Feb 2022
Conditional Motion In-betweening Jihoon Kim Taehyun Byun Seungyoung Shin Jungdam Won Sungjoon Choi 93 32 0 09 Feb 2022
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting Minbo Ma Peng Xie Fei Teng Tian-Jie Li Bin Wang Shenggong Ji Junbo Zhang AI4TS 55 9 0 22 Jan 2022
Investigating Pose Representations and Motion Contexts Modeling for 3D Motion Prediction Zhenguang Liu Shuang Wu Shuyuan Jin S. Ji Qi Liu Shijian Lu Li Cheng 3DH 52 65 0 30 Dec 2021
DMS-GCN: Dynamic Mutiscale Spatiotemporal Graph Convolutional Networks for Human Motion Prediction Zigeng Yan Dihua Zhai Yuanqing Xia 3DH AI4CE 57 5 0 20 Dec 2021
SAGA: Stochastic Whole-Body Grasping with Contact Yongpeng Wu Jiahao Wang Yan Zhang Siwei Zhang Otmar Hilliges Feng Yu Siyu Tang SLR 106 81 0 19 Dec 2021
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras Ye Yuan Umar Iqbal Pavlo Molchanov Kris Kitani Jan Kautz 3DH 143 119 0 02 Dec 2021
Dyadic Human Motion Prediction Isinsu Katircioglu C. Georgantas Mathieu Salzmann Pascal Fua 126 11 0 01 Dec 2021
Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions Selim Furkan Tekin Suleyman S. Kozat 55 13 0 29 Nov 2021
Pose Representations for Deep Skeletal Animation Nefeli Andreou A. Aristidou Y. Chrysanthou 3DH 88 9 0 27 Nov 2021
Hierarchical Graph-Convolutional Variational AutoEncoding for Generative Modelling of Human Motion Anthony Bourached Robert J. Gray Xiaodong Guan Ryan-Rhys Griffiths A. Jha P. Nachev 3DH DRL 65 1 0 24 Nov 2021
Conditional Object-Centric Learning from Video Thomas Kipf Gamaleldin F. Elsayed Aravindh Mahendran Austin Stone S. Sabour G. Heigold Rico Jonschkowski Alexey Dosovitskiy Klaus Greff OCL 143 218 0 24 Nov 2021
Rhythm is a Dancer: Music-Driven Motion Synthesis with Global Structure A. Aristidou Anastasios Yiannakidis Kfir Aberman Daniel Cohen-Or Ariel Shamir Y. Chrysanthou 102 81 0 23 Nov 2021
Multi-Person 3D Motion Prediction with Multi-Range Transformers Jiashun Wang Huazhe Xu Medhini Narasimhan Xiaolong Wang ViT 112 76 0 23 Nov 2021
STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural Networks Guannan Lou Yuze Liu Tiehua Zhang Xi Zheng FedML 94 15 0 12 Nov 2021
View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums Conghao Wong Beihao Xia Ziming Hong Qinmu Peng Wei Yuan Qiong Cao Yibo Yang Xinge You 78 70 0 14 Oct 2021
A Survey on Deep Learning for Skeleton-Based Human Animation Lucas Mourot Ludovic Hoyet F. Clerc Francois Schnitzler Pierre Hellier 3DH 93 79 0 13 Oct 2021
Space-Time-Separable Graph Convolutional Network for Pose Forecasting Theodoros Sofianos Alessio Sampieri Luca Franco Fabio Galasso 3DH 72 145 0 09 Oct 2021
Grouptron: Dynamic Multi-Scale Graph Convolutional Networks for Group-Aware Dense Crowd Trajectory Forecasting Rui Zhou Hongyu Zhou Huidong Gao Masayoshi Tomizuka Jiachen Li Zhuo Xu 90 24 0 29 Sep 2021
Meta-Aggregator: Learning to Aggregate for 1-bit Graph Neural Networks Yongcheng Jing Yiding Yang Xinchao Wang Xiuming Zhang Dacheng Tao 114 42 0 27 Sep 2021
Multiscale Spatio-Temporal Graph Neural Networks for 3D Skeleton-Based Motion Prediction Maosen Li Siheng Chen Yangheng Zhao Ya Zhang Yanfeng Wang Qi Tian 3DH 70 77 0 25 Aug 2021
Generating Smooth Pose Sequences for Diverse Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 3DH 83 77 0 19 Aug 2021
Audio2Gestures: Generating Diverse Gestures from Speech Audio with Conditional Variational Autoencoders Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Zhenyu He Linchao Bao SLR 94 106 0 15 Aug 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting Jiachen Li Fan Yang Hengbo Ma Srikanth Malla Masayoshi Tomizuka Chiho Choi 91 42 0 03 Aug 2021
Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos Olga Zatsarynna Yazan Abu Farha Juergen Gall EgoV 89 27 0 18 Jul 2021
Probabilistic Human Motion Prediction via A Bayesian Neural Network Jie Xu Xingyu Chen Xuguang Lan Nanning Zheng 3DH 52 5 0 14 Jul 2021
Uncertainty-aware Human Motion Prediction Pengxiang Ding Jianqin Yin 77 3 0 08 Jul 2021
Online Multi-Agent Forecasting with Interpretable Collaborative Graph Neural Network Maosen Li Siheng Chen Yanning Shen Ge Liu Ivor W. Tsang Ya Zhang 66 43 0 02 Jul 2021
Passing a Non-verbal Turing Test: Evaluating Gesture Animations Generated from Speech M. Rebol Christian Gütl Krzysztof Pietroszek SLR 79 24 0 01 Jul 2021
Improving Human Motion Prediction Through Continual Learning M. S. Yasar Tariq Iqbal 3DH 45 15 0 01 Jul 2021
Hierarchical Object-oriented Spatio-Temporal Reasoning for Video Question Answering Long Hoang Dang T. Le Vuong Le T. Tran 98 62 0 25 Jun 2021
Conditional Neural Relational Inference for Interacting Systems Joao A. Candido Ramos Lionel Blondé S. Armand Alexandros Kalousis 108 49 0 21 Jun 2021
Multi-level Motion Attention for Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann Hongdong Li 3DH 63 79 0 17 Jun 2021
Adversarial Motion Modelling helps Semi-supervised Hand Pose Estimation Adrian Spurr Pavlo Molchanov Umar Iqbal Jan Kautz Otmar Hilliges 46 8 0 10 Jun 2021
Graph-based Deep Learning for Communication Networks: A Survey Weiwei Jiang GNN AI4CE 109 201 0 04 Jun 2021
ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos Meng-Jiun Chiou Chun-Yu Liao Li-Wei Wang Roger Zimmermann Jiashi Feng 107 27 0 25 May 2021
An Attractor-Guided Neural Networks for Skeleton-Based Human Motion Prediction Pengxiang Ding Junying Wang Jianqin Yin 3DH 64 0 0 20 May 2021
Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty Boris Ivanovic Kuan-Hui Lee P. Tokmakov Blake Wulfe R. McAllister Adrien Gaidon Marco Pavone 106 35 0 26 Apr 2021
Graph-based Normalizing Flow for Human Motion Generation and Reconstruction Wenjie Yin Hang Yin Danica Kragic Mårten Björkman 3DH 51 17 0 07 Apr 2021
Motion Guided Attention Fusion to Recognize Interactions from Videos Tae Soo Kim Jonathan D. Jones Gregory Hager 43 15 0 01 Apr 2021
3D AffordanceNet: A Benchmark for Visual Object Affordance Understanding Sheng Deng Xun Xu Chaozheng Wu Ke Chen Kui Jia 102 116 0 30 Mar 2021