Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks

29 March 2018

Agrim Gupta

Justin Johnson

Li Fei-Fei

Silvio Savarese

Alexandre Alahi

GAN

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Papers citing "Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks"

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Title
Multi-Camera Trajectory Forecasting: Pedestrian Trajectory Prediction in a Network of Cameras Olly Styles T. Guha Victor Sanchez Alex C. Kot 20 19 0 01 May 2020
Action Sequence Predictions of Vehicles in Urban Environments using Map and Social Context Jan-Nico Zaech Dengxin Dai Alexander Liniger Luc Van Gool 13 15 0 29 Apr 2020
TPNet: Trajectory Proposal Network for Motion Prediction Liangji Fang Qinhong Jiang Jianping Shi Bolei Zhou 16 181 0 26 Apr 2020
Recursive Social Behavior Graph for Trajectory Prediction Jianhua Sun Qinhong Jiang Cewu Lu GNN 16 158 0 22 Apr 2020
Take a NAP: Non-Autoregressive Prediction for Pedestrian Trajectories Hao Xue D. Huynh Mark Reynolds 14 3 0 21 Apr 2020
ArTIST: Autoregressive Trajectory Inpainting and Scoring for Tracking F. Saleh M. S. Aliakbarian Mathieu Salzmann Stephen Gould DiffM VOT 29 13 0 16 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 24 21 0 14 Apr 2020
SSP: Single Shot Future Trajectory Prediction Isht Dwivedi Srikanth Malla Behzad Dariush Chiho Choi 16 6 0 13 Apr 2020
An End-to-End Learning Approach for Trajectory Prediction in Pedestrian Zones Ha Q. Ngo C. Henke F. Hees 19 1 0 09 Apr 2020
Reciprocal Learning Networks for Human Trajectory Prediction Hao Sun Zhiqun Zhao Zhihai He 19 56 0 09 Apr 2020
Scenario-Transferable Semantic Graph Reasoning for Interaction-Aware Probabilistic Prediction Yeping Hu Wei Zhan M. Tomizuka 26 36 0 07 Apr 2020
It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction K. Mangalam Harshayu Girase Shreya Agarwal Kuan-Hui Lee Ehsan Adeli Jitendra Malik Adrien Gaidon 3DPC 14 430 0 04 Apr 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 28 18 0 04 Apr 2020
Consistent Multiple Sequence Decoding Bicheng Xu Leonid Sigal 26 0 0 02 Apr 2020
Future Video Synthesis with Object Motion Prediction Yue Wu Rongrong Gao Jaesik Park Qifeng Chen 21 90 0 01 Apr 2020
Shared Cross-Modal Trajectory Prediction for Autonomous Driving Chiho Choi Joon Hee Choi Srikanth Malla Jiachen Li 38 65 0 01 Apr 2020
EvolveGraph: Multi-Agent Trajectory Prediction with Dynamic Relational Reasoning Jiachen Li Fan Yang M. Tomizuka Chiho Choi AI4CE 17 12 0 31 Mar 2020
TITAN: Future Forecast using Action Priors Srikanth Malla Behzad Dariush Chiho Choi 6 121 0 31 Mar 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
PiP: Planning-informed Trajectory Prediction for Autonomous Driving Haoran Song Wenchao Ding Yuxuan Chen Shaojie Shen M. Y. Wang Qifeng Chen 22 132 0 25 Mar 2020
Palm-GAN: Generating Realistic Palmprint Images Using Total-Variation Regularized GAN Shervin Minaee Mehdi Minaei AmirAli Abdolrashidi GAN 11 8 0 21 Mar 2020
DLow: Diversifying Latent Flows for Diverse Human Motion Prediction Ye Yuan Kris M. Kitani DiffM 20 236 0 18 Mar 2020
Inverting the Pose Forecasting Pipeline with SPF2: Sequential Pointcloud Forecasting for Sequential Pose Forecasting Xinshuo Weng Jianren Wang Sergey Levine Kris M. Kitani Nicholas Rhinehart 3DPC 25 9 0 18 Mar 2020
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 113 371 0 18 Mar 2020
PTP: Parallelized Tracking and Prediction with Graph Neural Networks and Diversity Sampling Xinshuo Weng Ye Yuan Kris M. Kitani 18 32 0 17 Mar 2020
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 44 82 0 17 Mar 2020
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction Chengxin Wang Shaofeng Cai Gary S. H. Tan GNN 13 48 0 16 Mar 2020
MotionNet: Joint Perception and Motion Prediction for Autonomous Driving Based on Bird's Eye View Maps Pengxiang Wu Siheng Chen Dimitris N. Metaxas 3DPC 14 154 0 15 Mar 2020
Collaborative Motion Prediction via Neural Motion Message Passing Yue Hu Siheng Chen Ya-Qin Zhang Xiao Gu 21 103 0 14 Mar 2020
A Spatial-Temporal Attentive Network with Spatial Continuity for Trajectory Prediction Beihao Xia Conghao Wang Qinmu Peng Xinge You Dacheng Tao 14 1 0 13 Mar 2020
Ambiguity in Sequential Data: Predicting Uncertain Futures with Recurrent Models A. Berlati Oliver Scheel Luigi Di Stefano Federico Tombari 18 5 0 10 Mar 2020
PLOP: Probabilistic poLynomial Objects trajectory Planning for autonomous driving Thibault Buhet É. Wirbel Andrei Bursuc Xavier Perrotton 10 32 0 09 Mar 2020
A Multi-Modal States based Vehicle Descriptor and Dilated Convolutional Social Pooling for Vehicle Trajectory Prediction Huimin Zhang Yafei Wang Junjia Liu Chengwei Li Taiyuan Ma Chengliang Yin 6 12 0 07 Mar 2020
Diverse and Admissible Trajectory Forecasting through Multimodal Context Understanding Seonguk Park Gyubok Lee Manoj Bhat Jimin Seo Minseok Kang Jonathan M Francis Ashwin R. Jadhav Paul Pu Liang Louis-Philippe Morency 136 119 0 06 Mar 2020
Unlimited Resolution Image Generation with R2D2-GANs Marija Jegorova Antti Ilari Karjalainen Jose Vazquez Timothy M. Hospedales GAN 25 7 0 02 Mar 2020
Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction Abduallah A. Mohamed Kun Qian Mohamed Elhoseiny Christian G. Claudel GNN 17 691 0 27 Feb 2020
Spatiotemporal Relationship Reasoning for Pedestrian Intent Prediction Bingbin Liu Ehsan Adeli Zhangjie Cao Kuan-Hui Lee Abhijeet Shenoi Adrien Gaidon Juan Carlos Niebles 23 150 0 20 Feb 2020
AOL: Adaptive Online Learning for Human Trajectory Prediction in Dynamic Video Scenes Manh Huynh G. Alaghband 14 8 0 16 Feb 2020
Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network Jiachen Li Hengbo Ma Zhihao Zhang M. Tomizuka 14 53 0 14 Feb 2020
MCENET: Multi-Context Encoder Network for Homogeneous Agent Trajectory Prediction in Mixed Traffic Hao Cheng Wentong Yang Michael Ying Yang Monika Sester Bodo Rosenhahn 14 14 0 14 Feb 2020
Inference-Based Strategy Alignment for General-Sum Differential Games Lasse Peters David Fridovich-Keil Claire Tomlin Zachary Sunberg 8 40 0 11 Feb 2020
DenseCAvoid: Real-time Navigation in Dense Crowds using Anticipatory Behaviors A. Sathyamoorthy Jing Liang Utsav Patel Tianrui Guan Rohan Chandra Dinesh Manocha 23 85 0 07 Feb 2020
TPPO: A Novel Trajectory Predictor with Pseudo Oracle Biao Yang Guocheng Yan Pin Wang Ching-yao Chan Xiaofeng Liu Yang Chen 17 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 28 41 0 02 Feb 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 26 817 0 20 Jan 2020
Relational State-Space Model for Stochastic Multi-Object Systems Fan Yang Ling Chen Fan Zhou Yusong Gao Wei Cao 28 8 0 13 Jan 2020
Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data Tim Salzmann B. Ivanovic Punarjay Chakravarty Marco Pavone 28 128 0 09 Jan 2020
VisionNet: A Drivable-space-based Interactive Motion Prediction Network for Autonomous Driving Yanliang Zhu Deheng Qian Dongchun Ren Huaxia Xia 11 2 0 08 Jan 2020
Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans Nachiket Deo Mohan M. Trivedi 21 148 0 03 Jan 2020
Deep learning reveals hidden interactions in complex systems Seungwoong Ha Hawoong Jeong GNN 35 4 0 03 Jan 2020