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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End-to-end Contextual Perception and Prediction with Interaction Transformer Lingyun Luke Li Binh Yang Ming Liang Wenyuan Zeng Mengye Ren Sean Segal R. Urtasun ViT 26 117 0 13 Aug 2020
Multimodal Deep Generative Models for Trajectory Prediction: A Conditional Variational Autoencoder Approach B. Ivanovic Karen Leung Edward Schmerling Marco Pavone VGen DRL 21 97 0 10 Aug 2020
Group Activity Prediction with Sequential Relational Anticipation Model Junwen Chen Wentao Bao Yu Kong 11 16 0 06 Aug 2020
Recognition and 3D Localization of Pedestrian Actions from Monocular Video Jun Hayakawa Behzad Dariush 24 10 0 03 Aug 2020
Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction Chaofan Tao Qinhong Jiang Lixin Duan Ping Luo 28 47 0 03 Aug 2020
LEMMA: A Multi-view Dataset for Learning Multi-agent Multi-task Activities Baoxiong Jia Yixin Chen Siyuan Huang Yixin Zhu Song-Chun Zhu 13 51 0 31 Jul 2020
SMART: Simultaneous Multi-Agent Recurrent Trajectory Prediction Sriram Narayanan Buyu Liu Francesco Pittaluga Manmohan Chandraker 24 25 0 26 Jul 2020
Socially and Contextually Aware Human Motion and Pose Forecasting Vida Adeli Ehsan Adeli Ian Reid Juan Carlos Niebles Hamid Rezatofighi 3DH 19 78 0 14 Jul 2020
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points Yuexin Ma Xinge ZHU Xinjing Cheng Ruigang Yang Jiming Liu Dinesh Manocha 3DPC 26 12 0 11 Jul 2020
NaviGAN: A Generative Approach for Socially Compliant Navigation Chieh-En Tsai Jean Oh 11 25 0 10 Jul 2020
VRUNet: Multi-Task Learning Model for Intent Prediction of Vulnerable Road Users Adithya Ranga Filippo Giruzzi Jagdish Bhanushali É. Wirbel P. Pérez Tuan-Hung Vu Xavier Perrotton 19 21 0 10 Jul 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks Unnat Jain Luca Weihs Eric Kolve Ali Farhadi Svetlana Lazebnik Aniruddha Kembhavi A. Schwing 18 55 0 09 Jul 2020
PathGAN: Local Path Planning with Attentive Generative Adversarial Networks Dooseop Choi Seung-Jun Han Kyoung‐Wook Min Jeongdan Choi GAN 11 5 0 08 Jul 2020
Long-term Human Motion Prediction with Scene Context Zhe Cao Hang Gao K. Mangalam Qi-Zhi Cai Minh Vo Jitendra Malik 3DH 30 242 0 07 Jul 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 24 237 0 07 Jul 2020
Decentralized policy learning with partial observation and mechanical constraints for multiperson modeling Keisuke Fujii Naoya Takeishi Yoshinobu Kawahara K. Takeda 34 8 0 07 Jul 2020
Probabilistic Multi-modal Trajectory Prediction with Lane Attention for Autonomous Vehicles Chenxu Luo Lin Sun D. Dabiri Alan Yuille 12 67 0 06 Jul 2020
Explainable Deep One-Class Classification Philipp Liznerski Lukas Ruff Robert A. Vandermeulen Billy Joe Franks Marius Kloft Klaus-Robert Muller 15 198 0 03 Jul 2020
Noticing Motion Patterns: Temporal CNN with a Novel Convolution Operator for Human Trajectory Prediction Dapeng Zhao Jean Oh 19 23 0 02 Jul 2020
Long-term Pedestrian Trajectory Prediction using Mutable Intention Filter and Warp LSTM Zhe Huang Aamir Hasan Kazuki Shin Ruohua Li Katherine Driggs-Campbell 17 29 0 30 Jun 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 29 42 0 30 Jun 2020
One Thousand and One Hours: Self-driving Motion Prediction Dataset J. Houston G. Zuidhof Luca Bergamini Yawei Ye Long Chen Ashesh Jain Sammy Omari V. Iglovikov Peter Ondruska 10 360 0 25 Jun 2020
Probabilistic Crowd GAN: Multimodal Pedestrian Trajectory Prediction using a Graph Vehicle-Pedestrian Attention Network Stuart Eiffert Kunming Li Mao Shan Stewart Worrall Salah Sukkarieh E. Nebot 19 67 0 23 Jun 2020
Data Augmentation of IMU Signals and Evaluation via a Semi-Supervised Classification of Driving Behavior Amani Jaafer Gustav Nilsson G. Como 6 9 0 16 Jun 2020
Generating Reliable and Efficient Predictions of Human Motion: A Promising Encounter between Physics and Neural Networks Alessandro Antonucci G. P. R. Papini Luigi Palopoli Daniele Fontanelli 3DH 24 17 0 15 Jun 2020
AMENet: Attentive Maps Encoder Network for Trajectory Prediction Hao Cheng Wentong Liao M. Yang Bodo Rosenhahn Monika Sester 28 45 0 15 Jun 2020
LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection Jinmeng Rao Song Gao Yuhao Kang Qunying Huang 24 104 0 14 Jun 2020
Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies Yu Huang Yue Chen 3DPC 49 83 0 10 Jun 2020
Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents Anil Öztürk Mustafa Burak Gunel Melih Dal M. U. Yavas N. K. Üre 24 4 0 10 Jun 2020
Physically constrained short-term vehicle trajectory forecasting with naive semantic maps Albert Dulian J. Murray 16 0 0 09 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
Over-crowdedness Alert! Forecasting the Future Crowd Distribution Yuzhen Niu Weifeng Shi Wenxi Liu Shengfeng He Jianxiong Pan Antoni B. Chan 6 3 0 09 Jun 2020
Motion Prediction using Trajectory Sets and Self-Driving Domain Knowledge Freddy A. Boulton E. Grigore Eric M. Wolff 18 13 0 08 Jun 2020
Multimodal Future Localization and Emergence Prediction for Objects in Egocentric View with a Reachability Prior Osama Makansi Özgün Çiçek Kevin Buchicchio Thomas Brox EgoV 30 34 0 08 Jun 2020
MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction Francesco Marchetti Federico Becattini Lorenzo Seidenari A. Bimbo 23 117 0 05 Jun 2020
MultiXNet: Multiclass Multistage Multimodal Motion Prediction Nemanja Djuric Henggang Cui Zhaoen Su Shangxuan Wu Huahua Wang ... Sidney Zhang Brian C. Becker Gregory P. Meyer Carlos Vallespi-Gonzalez Carl K. Wellington 3DPC 30 50 0 03 Jun 2020
Off The Beaten Sidewalk: Pedestrian Prediction In Shared Spaces For Autonomous Vehicles Cyrus Anderson Ram Vasudevan Matthew Johnson-Roberson 15 13 0 01 Jun 2020
PnPNet: End-to-End Perception and Prediction with Tracking in the Loop Ming Liang Binh Yang Wenyuan Zeng Yun Chen Rui Hu Sergio Casas R. Urtasun 14 175 0 29 May 2020
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction Ronny Hug S. Becker Wolfgang Hubner Michael Arens 14 6 0 28 May 2020
Robust Trajectory Forecasting for Multiple Intelligent Agents in Dynamic Scene Yanliang Zhu Dongchun Ren Mingyu Fan Deheng Qian Xin Li Huaxia Xia 13 17 0 27 May 2020
DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting Alessio Monti Alessia Bertugli Simone Calderara Rita Cucchiara 17 66 0 26 May 2020
CARPe Posterum: A Convolutional Approach for Real-time Pedestrian Path Prediction Matías Mendieta Hamed Tabkhi 14 17 0 26 May 2020
Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction Cunjun Yu Xiao Ma Jiawei Ren Haiyu Zhao Shuai Yi 26 459 0 18 May 2020
AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction Alessia Bertugli Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 31 28 0 17 May 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs Amir Rasouli Iuliia Kotseruba John K. Tsotsos 42 109 0 13 May 2020
VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation Jiyang Gao Chen Sun Hang Zhao Yi Shen Dragomir Anguelov Congcong Li Cordelia Schmid 22 791 0 08 May 2020
STINet: Spatio-Temporal-Interactive Network for Pedestrian Detection and Trajectory Prediction Zhishuai Zhang Jiyang Gao Junhua Mao Yukai Liu Dragomir Anguelov Congcong Li 3DPC 3DH 29 59 0 08 May 2020
UST: Unifying Spatio-Temporal Context for Trajectory Prediction in Autonomous Driving Hao He Hengchen Dai Naiyan Wang 6 20 0 06 May 2020
Trajectory Prediction for Autonomous Driving based on Multi-Head Attention with Joint Agent-Map Representation Kaouther Messaoud Nachiket Deo Mohan M. Trivedi F. Nashashibi 3DPC 24 20 0 06 May 2020
CoMoGCN: Coherent Motion Aware Trajectory Prediction with Graph Representation Y. Chen Congcong Liu Bertram Shi Ming-Yu Liu 11 8 0 02 May 2020