Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network

23 June 2020

Papers citing "Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network"

20 / 20 papers shown

Title
Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data Tim Salzmann Boris Ivanovic Punarjay Chakravarty Marco Pavone 94 130 0 09 Jan 2020
DiversityGAN: Diversity-Aware Vehicle Motion Prediction via Latent Semantic Sampling Xin Huang Stephen G. McGill Jonathan A. DeCastro L. Fletcher J. Leonard B. Williams Guy Rosman GAN 106 77 0 28 Nov 2019
Predicting Responses to a Robot's Future Motion using Generative Recurrent Neural Networks Stuart Eiffert Salah Sukkarieh 41 12 0 30 Sep 2019
Kernel Trajectory Maps for Multi-Modal Probabilistic Motion Prediction Weiming Zhi Lionel Ott F. Ramos 15 13 0 11 Jul 2019
Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks V. Kosaraju Amir Sadeghian Roberto Martín-Martín Ian Reid S. Hamid Rezatofighi Silvio Savarese 48 595 0 04 Jul 2019
Multi-modal Probabilistic Prediction of Interactive Behavior via an Interpretable Model Yeping Hu Wei Zhan Liting Sun Masayoshi Tomizuka 36 45 0 22 Mar 2019
What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction Christoph Schöller Vincent Aravantinos F. Lay Alois C. Knoll 38 220 0 19 Mar 2019
SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction Pu Zhang Wanli Ouyang Pengfei Zhang Jianru Xue Nanning Zheng 50 454 0 07 Mar 2019
Top-view Trajectories: A Pedestrian Dataset of Vehicle-Crowd Interaction from Controlled Experiments and Crowded Campus Dongfang Yang Linhui Li Keith A. Redmill Ü. Özgüner 47 90 0 01 Feb 2019
TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions Rohan Chandra Uttaran Bhattacharya Aniket Bera Tianyi Zhou 46 256 0 12 Dec 2018
TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents Sungwon Kim Sang-gil Lee Sibo Zhang Ruigang Yang Jaehyeon Kim Tianyi Zhou 62 419 0 06 Nov 2018
Naturalistic Driver Intention and Path Prediction using Recurrent Neural Networks Alex Zyner Stewart Worrall E. Nebot 49 182 0 26 Jul 2018
SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints Amir Sadeghian V. Kosaraju A. Sadeghian Noriaki Hirose S. Hamid Rezatofighi Silvio Savarese 85 892 0 05 Jun 2018
Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks Agrim Gupta Justin Johnson Li Fei-Fei Silvio Savarese Alexandre Alahi GAN 146 1,895 0 29 Mar 2018
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 306 19,991 0 30 Oct 2017
Social Attention: Modeling Attention in Human Crowds Anirudh Vemula Katharina Muelling Jean Oh HAI 55 634 0 12 Oct 2017
DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents Namhoon Lee Wongun Choi Paul Vernaza Chris Choy Philip Torr Manmohan Chandraker AI4TS 77 987 0 14 Apr 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 380 3,204 0 30 Oct 2016
Structural-RNN: Deep Learning on Spatio-Temporal Graphs Ashesh Jain Amir Zamir Silvio Savarese Ashutosh Saxena GNN 114 1,084 0 17 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 559 36,643 0 08 Jun 2015