GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds

18 December 2018

Papers citing "GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds"

26 / 26 papers shown

Title
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 313 49 0 27 Mar 2024
Trajectory Prediction for Robot Navigation using Flow-Guided Markov Neural OperatorIEEE International Conference on Robotics and Automation (ICRA), 2023 Rashmi Bhaskara Hrishikesh Viswanath Aniket Bera 244 10 0 17 Sep 2023
TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Liang Zhang Nathaniel Xu Pengfei Yang Gao Jin Cheng-Chao Huang Lijun Zhang 303 11 0 11 Aug 2023
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory ForecastingIEEE International Conference on Computer Vision (ICCV), 2023 Inhwan Bae Jean Oh Hae-Gon Jeon 217 58 0 18 Jul 2023
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask LearningIEEE International Conference on Robotics and Automation (ICRA), 2022 Amir Rasouli Iuliia Kotseruba 253 42 0 14 Oct 2022
Learning Pedestrian Group Representations for Multi-modal Trajectory PredictionEuropean Conference on Computer Vision (ECCV), 2022 Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 162 65 0 20 Jul 2022
A Graph and Attentive Multi-Path Convolutional Network for Traffic PredictionIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022 Jianzhong Qi Zhuowei Zhao E. Tanin Tingru Cui Neema Nassir Majid Sarvi GNN 174 41 0 30 May 2022
TridentNetV2: Lightweight Graphical Global Plan Representations for Dynamic Trajectory GenerationIEEE International Conference on Robotics and Automation (ICRA), 2022 David Paz Hao Xiang Andrew Liang Henrik I. Christensen 160 5 0 26 Mar 2022
Adaptive Trajectory Prediction via Transferable GNNComputer Vision and Pattern Recognition (CVPR), 2022 Yi Xu Lichen Wang Yizhou Wang Y. Fu 292 94 0 09 Mar 2022
Self-supervised Social Relation Representation for Human Group DetectionEuropean Conference on Computer Vision (ECCV), 2022 Jiacheng Li Ruize Han Haomin Yan Zekun Qian Wei Feng Song Wang 188 11 0 08 Mar 2022
Panoramic Human Activity RecognitionEuropean Conference on Computer Vision (ECCV), 2022 Ruize Han Haomin Yan Jiacheng Li Song Wang Wei Feng Song Wang 138 25 0 08 Mar 2022
Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-based Approaches R. Korbmacher A. Tordeux 228 133 0 11 Nov 2021
MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction Patrick Dendorfer Sven Elflein Laura Leal-Taixé 144 131 0 20 Aug 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory PredictionIEEE International Conference on Computer Vision (ICCV), 2021 Fang Zheng Le Wang Sanping Zhou Wei Tang Zhenxing Niu N. Zheng G. Hua AI4TS 166 39 0 31 Jul 2021
Interpretable Social Anchors for Human Trajectory Forecasting in CrowdsComputer Vision and Pattern Recognition (CVPR), 2021 Parth Kothari Brian Sifringer Alexandre Alahi HAI AI4TS 132 67 0 07 May 2021
Conditional Generative Adversarial Networks for Speed Control in Trajectory SimulationInternational Conference on Machine Learning, Optimization, and Data Science (MOD), 2021 Sahib Julka Vishal Sowrirajan Joerg Schloetterer Michael Granitzer 98 5 0 21 Mar 2021
Bifold and Semantic Reasoning for Pedestrian Behavior PredictionIEEE International Conference on Computer Vision (ICCV), 2020 Amir Rasouli Mohsen Rohani Jun Luo 326 66 0 06 Dec 2020
Deep Learning for Medical Anomaly Detection -- A SurveyACM Computing Surveys (ACM CSUR), 2020 Tharindu Fernando Harshala Gammulle Akila Pemasiri Sridha Sridharan Clinton Fookes OOD 392 352 0 04 Dec 2020
Game Plan: What AI can do for Football, and What Football can do for AIJournal of Artificial Intelligence Research (JAIR), 2020 K. Tuyls Shayegan Omidshafiei Paul Muller Zhe Wang Jerome T. Connor ... Simon Bouton Nathalie Beauguerlange Jackson Broshear T. Graepel Demis Hassabis 178 92 0 18 Nov 2020
Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers Tharindu Fernando Akila Pemasiri Sridha Sridharan Clinton Fookes 144 0 0 10 Nov 2020
Pedestrian Trajectory Prediction with Convolutional Neural Networks Simone Zamboni Zekarias T. Kefato Sarunas Girdzijauskas Noren Christoffer L. D. Col HAI 171 115 0 12 Oct 2020
Generative Adversarial Networks for Spatio-temporal Data: A Survey Nan Gao Hao Xue Wei Shao Sichen Zhao K. K. Qin Arian Prabowo Mohammad Saiedur Rahaman Flora D. Salim GAN AI4TS AI4CE 323 122 0 18 Aug 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective Parth Kothari S. Kreiss Alexandre Alahi HAI AI4TS 345 271 0 07 Jul 2020
Deep Learning for Vision-based Prediction: A Survey Amir Rasouli 315 45 0 30 Jun 2020
An End-to-End Learning Approach for Trajectory Prediction in Pedestrian Zones Ha Q. Ngo C. Henke F. Hees 108 1 0 09 Apr 2020
Heart Sound Segmentation using Bidirectional LSTMs with AttentionIEEE journal of biomedical and health informatics (JBHI), 2020 Tharindu Fernando H. Ghaemmaghami Akila Pemasiri Sridha Sridharan Nayyar Hussain Clinton Fookes 135 71 0 02 Apr 2020