Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction

27 February 2020

Papers citing "Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction"

50 / 117 papers shown

Title
Reproducibility Report: Contrastive Learning of Socially-aware Motion Representations Roop Sen Sidharth Sinha Parv Maheshwari Animesh Jha Debashish Chakravarty 16 0 0 18 Aug 2022
Human Trajectory Prediction via Neural Social Physics Jiangbei Yue Tianyi Zhou He Wang AI4CE 31 101 0 21 Jul 2022
D2-TPred: Discontinuous Dependency for Trajectory Prediction under Traffic Lights Yuzhen Zhang Wentong Wang Weizhi Guo Pei Lv Mingliang Xu Wei Chen Tianyi Zhou 19 10 0 21 Jul 2022
Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 34 44 0 20 Jul 2022
Collaboration-Aware Graph Convolutional Network for Recommender Systems Yu-Chiang Frank Wang Yuying Zhao Yi Zhang Tyler Derr GNN 39 61 0 03 Jul 2022
SSL-Lanes: Self-Supervised Learning for Motion Forecasting in Autonomous Driving Prarthana Bhattacharyya Chengjie Huang Krzysztof Czarnecki SSL 42 55 0 28 Jun 2022
Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning Chenxin Xu Yuxin Wei Bohan Tang Sheng Yin Ya Zhang Siheng Chen AI4TS AI4CE 34 33 0 27 Jun 2022
S2TNet: Spatio-Temporal Transformer Networks for Trajectory Prediction in Autonomous Driving Weihua Chen Fangfang Wang Hongbin Sun 29 40 0 22 Jun 2022
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction Lihuan Li Maurice Pagnucco Yang Song 31 58 0 12 Jun 2022
Why Did This Model Forecast This Future? Closed-Form Temporal Saliency Towards Causal Explanations of Probabilistic Forecasts Chirag Raman Hayley Hung Marco Loog 28 3 0 01 Jun 2022
HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding Xiaosong Jia Peng Wu Li Chen Yunxing Liu Hongyang Li Junchi Yan 32 122 0 30 Apr 2022
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos Shao-Wei Liu Subarna Tripathi Somdeb Majumdar Xiaolong Wang EgoV 45 93 0 04 Apr 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 45 97 0 29 Mar 2022
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion Tianpei Gu Guangyi Chen Junlong Li Chunze Lin Yongming Rao Jie Zhou Jiwen Lu DiffM VGen 44 194 0 25 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 29 54 0 25 Mar 2022
Adaptive Trajectory Prediction via Transferable GNN Yi Xu Lichen Wang Yizhou Wang Y. Fu 35 69 0 09 Mar 2022
Comparison of Spatio-Temporal Models for Human Motion and Pose Forecasting in Face-to-Face Interaction Scenarios Germán Barquero Johnny Núnez Zhen Xu Sergio Escalera Wei-Wei Tu Isabelle M Guyon Cristina Palmero CVBM 45 12 0 07 Mar 2022
Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation Abduallah A. Mohamed Deyao Zhu Warren Vu Mohamed Elhoseiny Christian G. Claudel 34 53 0 06 Mar 2022
Towards Rich, Portable, and Large-Scale Pedestrian Data Collection Allan Wang Abhijat Biswas H. Admoni Aaron Steinfeld AI4TS 3DV 29 2 0 03 Mar 2022
A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions Banoth Thulasya Naik Mohammad Farukh Hashmi N. Bokde 43 87 0 03 Mar 2022
M2I: From Factored Marginal Trajectory Prediction to Interactive Prediction Q. Sun Xin Huang Junru Gu B. Williams Hang Zhao 24 105 0 24 Feb 2022
Learning Optical Flow with Adaptive Graph Reasoning Ao Luo Fan Yang Kunming Luo Xin Li Haoqiang Fan Shuaicheng Liu 32 56 0 08 Feb 2022
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles Qingzhao Zhang Shengtuo Hu Jiachen Sun Qi Alfred Chen Z. Morley Mao AAML 43 133 0 13 Jan 2022
TPAD: Identifying Effective Trajectory Predictions Under the Guidance of Trajectory Anomaly Detection Model Chunnan Wang Cheng Liang Xiang Chen Hongzhi Wang 16 1 0 09 Jan 2022
Predicting Physical World Destinations for Commands Given to Self-Driving Cars Dusan Grujicic Thierry Deruyttere Marie-Francine Moens Matthew Blaschko OOD 27 6 0 10 Dec 2021
Hierarchical Motion Encoder-Decoder Network for Trajectory Forecasting Qifan Xue Shen Li Xuanpeng Li Jingwen Zhao Weigong Zhang 26 10 0 26 Nov 2021
Multi-Person 3D Motion Prediction with Multi-Range Transformers Jiashun Wang Huazhe Xu Medhini Narasimhan Xiaolong Wang ViT 43 74 0 23 Nov 2021
A Spatial-temporal Graph Deep Learning Model for Urban Flood Nowcasting Leveraging Heterogeneous Community Features H. Farahmand Yuanchang Xu Ali Mostafavi AI4CE 35 38 0 09 Nov 2021
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction Hao Zhou Dongchun Ren Xu Yang Mingyu Fan Hai Huang 24 7 0 28 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 26 32 0 28 Oct 2021
Anomaly Detection in Multi-Agent Trajectories for Automated Driving Julian Wiederer Arij Bouazizi Marco Troina U. Kressel Vasileios Belagiannis 43 23 0 15 Oct 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 22 65 0 14 Oct 2021
BEV-Net: Assessing Social Distancing Compliance by Joint People Localization and Geometric Reasoning Zhirui Dai Yue-Ren Jiang Yi Li Bo Liu Antoni B. Chan Nuno Vasconcelos 28 9 0 10 Oct 2021
Predicting Like A Pilot: Dataset and Method to Predict Socially-Aware Aircraft Trajectories in Non-Towered Terminal Airspace Jay Patrikar Brady G. Moon Jean Oh Sebastian Scherer 29 18 0 30 Sep 2021
Graph-Based Spatial-Temporal Convolutional Network for Vehicle Trajectory Prediction in Autonomous Driving Zihao Sheng Yunwen Xu Shibei Xue Dewei Li GNN 44 129 0 27 Sep 2021
Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs Abduallah A. Mohamed Huancheng Chen Zhangyang Wang Christian G. Claudel 3DH 38 3 0 21 Sep 2021
CovarianceNet: Conditional Generative Model for Correct Covariance Prediction in Human Motion Prediction A. Postnikov A. Gamayunov Gonzalo Ferrer 21 5 0 07 Sep 2021
Are socially-aware trajectory prediction models really socially-aware? Saeed Saadatnejad Mohammadhossein Bahari Pedram J. Khorsandi Mohammad Saneian Seyed-Mohsen Moosavi-Dezfooli Alexandre Alahi AAML 32 42 0 24 Aug 2021
LOKI: Long Term and Key Intentions for Trajectory Prediction Harshayu Girase Haiming Gang Srikanth Malla Jiachen Li Akira Kanehara K. Mangalam Chiho Choi 25 79 0 18 Aug 2021
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction Benjamin Rainbow Qianhui Men Hubert P. H. Shum 34 15 0 10 Aug 2021
RAIN: Reinforced Hybrid Attention Inference Network for Motion Forecasting Jiachen Li Fan Yang Hengbo Ma Srikanth Malla Masayoshi Tomizuka Chiho Choi 29 42 0 03 Aug 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction Fang Zheng Le Wang Sanping Zhou Wei Tang Zhenxing Niu N. Zheng G. Hua AI4TS 21 34 0 31 Jul 2021
Personalized Trajectory Prediction via Distribution Discrimination Guangyi Chen Junlong Li Nuoxing Zhou Liangliang Ren Jiwen Lu 27 53 0 29 Jul 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 27 67 0 29 Jul 2021
Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers Apratim Bhattacharyya Daniel Olmeda Reino Mario Fritz Bernt Schiele 26 25 0 22 Jun 2021
Social-IWSTCNN: A Social Interaction-Weighted Spatio-Temporal Convolutional Neural Network for Pedestrian Trajectory Prediction in Urban Traffic Scenarios Chi Zhang C. Berger M. Dozza HAI 21 19 0 26 May 2021
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds Parth Kothari Brian Sifringer Alexandre Alahi HAI AI4TS 19 59 0 07 May 2021
Physically Feasible Vehicle Trajectory Prediction Harshayu Girase Jerrick Hoang S. Yalamanchi Micol Marchetti-Bowick 33 10 0 29 Apr 2021
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Mo Zhou Zhenxing Niu G. Hua 38 218 0 04 Apr 2021
Mutual Graph Learning for Camouflaged Object Detection Qiang Zhai Xin Li Fan Yang Chenglizhao Chen Hong Cheng Deng-Ping Fan 29 197 0 03 Apr 2021