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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
HUMOF: Human Motion Forecasting in Interactive Social Scenes Caiyi Sun Yujing Sun Xiao Han Zemin Yang Jiawei Liu Xinge Zhu Siu-Ming Yiu Yuexin Ma 56 0 0 04 Jun 2025
MetaSTH-Sleep: Towards Effective Few-Shot Sleep Stage Classification with Spatial-Temporal Hypergraph Enhanced Meta-Learning Jingyu Li Tiehua Zhang Jinze Wang Yi Zhang Yuhuan Li Yifan Zhao Zhishu Shen Jiannan Liu 92 0 0 22 May 2025
MAGE:A Multi-stage Avatar Generator with Sparse Observations Fangyu Du Yang Yang Xuehao Gao Hongye Hou VGen 60 0 0 09 May 2025
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling Guillem Capellera Antonio Rubio Luis Ferraz Antonio Agudo 118 1 0 24 Mar 2025
GraphMinNet: Learning Dependencies in Graphs with Light Complexity Minimal Architecture Md Atik Ahamed Andrew Cheng Qiang Ye Q. Cheng GNN 118 0 0 01 Feb 2025
Decentralized Structural-RNN for Robot Crowd Navigation with Deep Reinforcement Learning Shuijing Liu Peixin Chang W. Liang Neeloy Chakraborty Katherine Rose Driggs-Campbell HAI 167 108 0 28 Jan 2025
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments Shuijing Liu Haochen Xia Fatemeh Cheraghi Pouria Kaiwen Hong Neeloy Chakraborty Katherine Rose Driggs-Campbell Joydeep Biswas Katherine Driggs-Campbell 182 4 0 19 Nov 2024
MDMP: Multi-modal Diffusion for supervised Motion Predictions with uncertainty Leo Bringer Joey Wilson Kira Barton Maani Ghaffari DiffM 60 0 0 04 Oct 2024
Building Real-time Awareness of Out-of-distribution in Trajectory Prediction for Autonomous Vehicles Tongfei Guo Rui Liu Lili Su 127 2 0 25 Sep 2024
Towards more realistic human motion prediction with attention to motion coordination Pengxiang Ding Jianqin Yin 81 16 0 04 Apr 2024
Robot Interaction Behavior Generation based on Social Motion Forecasting for Human-Robot Interaction Esteve Valls Mascaro Yashuai Yan Dongheui Lee 105 4 0 07 Feb 2024
Collaboratively Self-supervised Video Representation Learning for Action Recognition Jie Zhang Zhifan Wan Lanqing Hu Stephen Lin Shuzhe Wu Shiguang Shan TTA 166 1 0 15 Jan 2024
Recent Advances in Deterministic Human Motion Prediction: A Review Tenghao Deng Yan Sun 3DH 95 0 0 11 Dec 2023
DE-TGN: Uncertainty-Aware Human Motion Forecasting using Deep Ensembles Kareem A. Eltouny Wansong Liu Sibo Tian Minghui Zheng Xiao Liang 3DH 53 7 0 07 Jul 2023
Dance Generation by Sound Symbolic Words Miki Okamura Naruya Kondo Tatsuki Fushimi Maki Sakamoto Yoichi Ochiai 67 4 0 06 Jun 2023
Smooth-Trajectron++: Augmenting the Trajectron++ behaviour prediction model with smooth attention Frederik S.B. Westerhout J. Schumann Arkady Zgonnikov 75 2 0 31 May 2023
Towards Consistent Stochastic Human Motion Prediction via Motion Diffusion Jiarui Sun Girish Chowdhary DiffM 96 8 0 21 May 2023
A Two-part Transformer Network for Controllable Motion Synthesis Shuaiying Hou Hongyu Tao Hujun Bao Weiwei Xu ViT 83 6 0 25 Apr 2023
About latent roles in forecasting players in team sports Luca Scofano Alessio Sampieri Giuseppe Re Matteo Almanza A. Panconesi Fabio Galasso AI4TS 49 1 0 17 Apr 2023
DeFeeNet: Consecutive 3D Human Motion Prediction with Deviation Feedback Xiaoning Sun Huaijiang Sun Bin Li Dong Wei Weiqing Li Jianfeng Lu 3DH 76 7 0 10 Apr 2023
Motion-R3: Fast and Accurate Motion Annotation via Representation-based Representativeness Ranking Jubo Yu Tianxiang Ren Shihui Guo Fengyi Fang Kai Wang Zi-Xin Zeng Yazhan Zhang A. Aristidou Yipeng Qin 3DV 78 0 0 04 Apr 2023
Can We Use Diffusion Probabilistic Models for 3D Motion Prediction? Hyemin Ahn Esteve Valls Mascaro Dongheui Lee VGen DiffM 81 23 0 28 Feb 2023
Robust Human Motion Forecasting using Transformer-based Model Esteve Valls Mascaro Shuo Ma Hyemin Ahn Dongheui Lee 115 10 0 16 Feb 2023
Audio2Gestures: Generating Diverse Gestures from Audio Jing Li Di Kang Wenjie Pei Xuefei Zhe Ying Zhang Linchao Bao Zhenyu He DiffM SLR 89 8 0 17 Jan 2023
Learning Road Scene-level Representations via Semantic Region Prediction Zihao Xiao Alan Yuille Yi-Ting Chen 111 2 0 02 Jan 2023
Multi-Task Edge Prediction in Temporally-Dynamic Video Graphs Osman Ulger Julian Wiederer Mohsen Ghafoorian Vasileios Belagiannis Pascal Mettes 85 0 0 06 Dec 2022
Easy Begun is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout Hongjun Wang Jiyuan Chen Tongbo Pan Z. Fan Boyuan Zhang Renhe Jiang Lingyu Zhang Yi Xie Zhongyin Wang Xuan Song GNN 86 9 0 28 Nov 2022
BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction German Barquero Sergio Escalera Cristina Palmero VGen DiffM 80 72 0 25 Nov 2022
Interaction Region Visual Transformer for Egocentric Action Anticipation Debaditya Roy Ramanathan Rajendiran Basura Fernando 120 16 0 25 Nov 2022
Leveraging Multi-stream Information Fusion for Trajectory Prediction in Low-illumination Scenarios: A Multi-channel Graph Convolutional Approach HaiLong Gong Zirui Li Chao Lu Guodong Du Jianwei Gong 67 0 0 18 Nov 2022
Rethinking Learning Approaches for Long-Term Action Anticipation Megha Nawhal Akash Abdu Jyothi Greg Mori AI4TS 62 28 0 20 Oct 2022
A generic diffusion-based approach for 3D human pose prediction in the wild Saeed Saadatnejad Ali-Ahmad Rasekh Mohammadreza Mofayezi Yasamin Medghalchi Sara Rajabzadeh Taylor Mordan Alexandre Alahi DiffM 90 36 0 11 Oct 2022
Skeleton2Humanoid: Animating Simulated Characters for Physically-plausible Motion In-betweening Yunhao Li Zhenbo Yu Yucheng Zhu Bingbing Ni Guangtao Zhai Wei Shen 114 9 0 09 Oct 2022
EgoSpeed-Net: Forecasting Speed-Control in Driver Behavior from Egocentric Video Data Yichen Ding Ziming Zhang Jun Luo Xun Zhou 68 3 0 27 Sep 2022
SoMoFormer: Social-Aware Motion Transformer for Multi-Person Motion Prediction Xiaogang Peng Yaodi Shen Haoran Wang Binling Nie Yigang Wang Zizhao Wu ViT 63 7 0 19 Aug 2022
3D Pose Based Feedback for Physical Exercises Ziyi Zhao Sena Kiciroglu Hugues Vinzant Yuan-Chen Cheng Isinsu Katircioglu Mathieu Salzmann Pascal Fua 3DH SSL 96 17 0 05 Aug 2022
Planning and Learning: Path-Planning for Autonomous Vehicles, a Review of the Literature Kevin Osanlou Christophe Guettier Tristan Cazenave Éric Jacopin 73 3 0 26 Jul 2022
Pose Forecasting in Industrial Human-Robot Collaboration Alessio Sampieri Guido DÁmely Andrea Avogaro Federico Cunico Geri Skenderi Francesco Setti Marco Cristani Fabio Galasso 56 31 0 24 Jul 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 48 35 0 19 Jul 2022
Back to MLP: A Simple Baseline for Human Motion Prediction Wenya Guo Yuming Du Xi Shen Vincent Lepetit Xavier Alameda-Pineda Francesc Moreno-Noguer 3DH 97 117 0 04 Jul 2022
tBDFS: Temporal Graph Neural Network Leveraging DFS Uriel Singer Haggai Roitman Ido Guy Kira Radinsky AI4CE 61 0 0 12 Jun 2022
An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning Tiehua Zhang Yuze Liu Zhishu Shen Ruiqian Xu Xin Chen Xiaowei Huang Xi Zheng FedML AI4TS 102 12 0 07 Jun 2022
Spatial Parsing and Dynamic Temporal Pooling networks for Human-Object Interaction detection Hongsheng Li Guangming Zhu Wu Zhen Lan Ni Peiyi Shen Liang Zhang Ning Wang Cong Hua 70 3 0 07 Jun 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 119 377 0 01 Jun 2022
Weakly-supervised Action Transition Learning for Stochastic Human Motion Prediction Wei Mao Miaomiao Liu Mathieu Salzmann 90 34 0 31 May 2022
Real-time Controllable Motion Transition for Characters Xiangjun Tang He Wang Bo Hu Xu Gong Ruifan Yi Qilong Kou Xiaogang Jin 100 56 0 05 May 2022
Adversarial Attention for Human Motion Synthesis Matthew Malek-Podjaski Fani Deligianni AAML 53 2 0 25 Apr 2022
Persistent-Transient Duality in Human Behavior Modeling Hung Tran Vuong Le Svetha Venkatesh T. Tran 52 0 0 21 Apr 2022
HiT-DVAE: Human Motion Generation via Hierarchical Transformer Dynamical VAE Xiaoyu Bie Wen Guo Simon Leglaive Laurent Girin Francesc Moreno-Noguer Xavier Alameda-Pineda VGen 3DH 110 13 0 04 Apr 2022
Progressively Generating Better Initial Guesses Towards Next Stages for High-Quality Human Motion Prediction Tiezheng Ma Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 3DH 57 114 0 30 Mar 2022