Social Ways: Learning Multi-Modal Distributions of Pedestrian
Trajectories with GANs

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs

20 April 2019

Papers citing "Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs"

18 / 118 papers shown

Title
Recursive Social Behavior Graph for Trajectory Prediction Jianhua Sun Qinhong Jiang Cewu Lu GNN 16 158 0 22 Apr 2020
Improving Movement Predictions of Traffic Actors in Bird's-Eye View Models using GANs and Differentiable Trajectory Rasterization E. Wang Henggang Cui S. Yalamanchi M. Moorthy Fang-Chieh Chou Nemanja Djuric 47 22 0 14 Apr 2020
Pedestrian Models for Autonomous Driving Part II: High-Level Models of Human Behavior F. Camara Nicola Bellotto S. Coşar Florian Weber Dimitris Nathanael ... Gustav Markkula Anna Schieben F. Tango N. Merat Charles W. Fox 21 105 0 26 Mar 2020
Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network Jiachen Li Hengbo Ma Zhihao Zhang Masayoshi Tomizuka 19 54 0 14 Feb 2020
TPPO: A Novel Trajectory Predictor with Pseudo Oracle Biao Yang Guocheng Yan Pin Wang Ching-yao Chan Xiaofeng Liu Yang Chen 25 12 0 04 Feb 2020
A Novel Graph based Trajectory Predictor with Pseudo Oracle Biao Yang Guocheng Yan Pin Wang Ching-yao Chan Xiaofeng Liu Yang Chen 36 41 0 02 Feb 2020
VisionNet: A Drivable-space-based Interactive Motion Prediction Network for Autonomous Driving Yanliang Zhu Deheng Qian Dongchun Ren Huaxia Xia 16 2 0 08 Jan 2020
The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction Junwei Liang Lu Jiang Kevin Patrick Murphy Ting Yu Alexander G. Hauptmann 12 159 0 13 Dec 2019
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 30 77 0 28 Nov 2019
Deep Crowd-Flow Prediction in Built Environments Samuel S. Sohn Seonghyeon Moon H. Zhou Sejong Yoon Vladimir Pavlovic Mubbasir Kapadia HAI 16 2 0 13 Oct 2019
Multi-Head Attention for Multi-Modal Joint Vehicle Motion Forecasting Jean Pierre Mercat Thomas Gilles N. Zoghby G. Sandou D. Beauvois Guillermo Pita Gil 28 168 0 08 Oct 2019
A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving Florin Leon M. Gavrilescu 22 95 0 17 Sep 2019
Scene Compliant Trajectory Forecast with Agent-Centric Spatio-Temporal Grids Daniela A. Ridel Nachiket Deo D. Wolf Mohan M. Trivedi 30 69 0 16 Sep 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 22 593 0 04 Jul 2019
GAMMA: A General Agent Motion Model for Autonomous Driving Yuanfu Luo Panpan Cai Yiyuan Lee David Hsu 33 20 0 04 Jun 2019
Data-Driven Crowd Simulation with Generative Adversarial Networks Javad Amirian W. V. Toll J. Hayet J. Pettré GAN 16 28 0 23 May 2019
Human Motion Trajectory Prediction: A Survey Andrey Rudenko Luigi Palmieri Michael Herman Kris Kitani D. Gavrila Kai O. Arras 34 727 0 15 May 2019
What the Constant Velocity Model Can Teach Us About Pedestrian Motion Prediction Christoph Schöller Vincent Aravantinos F. Lay Alois C. Knoll 27 220 0 19 Mar 2019