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

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

27 February 2020

Abduallah A. Mohamed

Mohamed Elhoseiny

Christian G. Claudel

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

17 / 117 papers shown

Title
SRA-LSTM: Social Relationship Attention LSTM for Human Trajectory Prediction Yusheng Peng Gaofeng Zhang Jun Shi Benzhu Xu Liping Zheng 37 7 0 31 Mar 2021
Synthesis of Compositional Animations from Textual Descriptions Anindita Ghosh N. Cheema Cennet Oguz Christian Theobalt P. Slusallek 31 171 0 26 Mar 2021
On Exposing the Challenging Long Tail in Future Prediction of Traffic Actors Osama Makansi Özgün Çiçek Yassine Marrakchi Thomas Brox 31 46 0 23 Mar 2021
Three Steps to Multimodal Trajectory Prediction: Modality Clustering, Classification and Synthesis Jianhua Sun Yuxuan Li Haoshu Fang Cewu Lu 34 72 0 14 Mar 2021
Core Challenges of Social Robot Navigation: A Survey Christoforos Mavrogiannis Francesca Baldini Allan Wang Dapeng Zhao Pete Trautman Aaron Steinfeld Jean Oh 36 232 0 09 Mar 2021
TPCN: Temporal Point Cloud Networks for Motion Forecasting Maosheng Ye Tongyi Cao Qifeng Chen 3DPC 15 145 0 04 Mar 2021
Social NCE: Contrastive Learning of Socially-aware Motion Representations Yuejiang Liu Qi Yan Alexandre Alahi 34 101 0 21 Dec 2020
Self-Growing Spatial Graph Network for Context-Aware Pedestrian Trajectory Prediction Sirin Haddad S. Lam GNN 19 8 0 11 Dec 2020
Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction Tiffany Yau Saber Malekmohammadi Amir Rasouli P. Lakner Mohsen Rohani Jun Luo 27 21 0 03 Dec 2020
Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision Rongqin Liang Yuanman Li Xia Li Yi Tang Jiantao Zhou Wenbin Zou 18 37 0 03 Dec 2020
MoNet: Motion-based Point Cloud Prediction Network Fan Lu Guang Chen Yinlong Liu Zhijun Li Sanqing Qu Tianpei Zou 3DPC 24 33 0 21 Nov 2020
Reinforcement Learning for Autonomous Driving with Latent State Inference and Spatial-Temporal Relationships Xiaobai Ma Jiachen Li Mykel J. Kochenderfer David Isele K. Fujimura 21 61 0 09 Nov 2020
Spatial-Temporal Block and LSTM Network for Pedestrian Trajectories Prediction Xiong Dan 11 7 0 22 Sep 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 27 238 0 07 Jul 2020
Data Driven Prediction Architecture for Autonomous Driving and its Application on Apollo Platform Kecheng Xu Xiangquan Xiao Jinghao Miao Qi Luo 34 27 0 11 Jun 2020
Shared Cross-Modal Trajectory Prediction for Autonomous Driving Chiho Choi Joon Hee Choi Srikanth Malla Jiachen Li 38 65 0 01 Apr 2020
Learning Multi-Agent Coordination through Connectivity-driven Communication E. Pesce Giovanni Montana 24 15 0 12 Feb 2020