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1812.07667
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GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds
18 December 2018
Tharindu Fernando
Akila Pemasiri
Sridha Sridharan
Clinton Fookes
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Papers citing
"GD-GAN: Generative Adversarial Networks for Trajectory Prediction and Group Detection in Crowds"
26 / 26 papers shown
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction
Inhwan Bae
Junoh Lee
Hae-Gon Jeon
360
53
0
27 Mar 2024
Trajectory Prediction for Robot Navigation using Flow-Guided Markov Neural Operator
IEEE International Conference on Robotics and Automation (ICRA), 2023
Rashmi Bhaskara
Hrishikesh Viswanath
Aniket Bera
267
10
0
17 Sep 2023
TrajPAC: Towards Robustness Verification of Pedestrian Trajectory Prediction Models
IEEE International Conference on Computer Vision (ICCV), 2023
Liang Zhang
Nathaniel Xu
Pengfei Yang
Gao Jin
Cheng-Chao Huang
Lijun Zhang
319
13
0
11 Aug 2023
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting
IEEE International Conference on Computer Vision (ICCV), 2023
Inhwan Bae
Jean Oh
Hae-Gon Jeon
272
60
0
18 Jul 2023
PedFormer: Pedestrian Behavior Prediction via Cross-Modal Attention Modulation and Gated Multitask Learning
IEEE International Conference on Robotics and Automation (ICRA), 2022
Amir Rasouli
Iuliia Kotseruba
280
45
0
14 Oct 2022
Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction
European Conference on Computer Vision (ECCV), 2022
Inhwan Bae
Jin-Hwi Park
Hae-Gon Jeon
192
67
0
20 Jul 2022
A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Jianzhong Qi
Zhuowei Zhao
E. Tanin
Tingru Cui
Neema Nassir
Majid Sarvi
GNN
185
41
0
30 May 2022
TridentNetV2: Lightweight Graphical Global Plan Representations for Dynamic Trajectory Generation
IEEE International Conference on Robotics and Automation (ICRA), 2022
David Paz
Hao Xiang
Andrew Liang
Henrik I. Christensen
184
5
0
26 Mar 2022
Adaptive Trajectory Prediction via Transferable GNN
Computer Vision and Pattern Recognition (CVPR), 2022
Yi Xu
Lichen Wang
Yizhou Wang
Y. Fu
362
97
0
09 Mar 2022
Self-supervised Social Relation Representation for Human Group Detection
European Conference on Computer Vision (ECCV), 2022
Jiacheng Li
Ruize Han
Haomin Yan
Zekun Qian
Wei Feng
Song Wang
227
11
0
08 Mar 2022
Panoramic Human Activity Recognition
European Conference on Computer Vision (ECCV), 2022
Ruize Han
Haomin Yan
Jiacheng Li
Song Wang
Wei Feng
Song Wang
173
25
0
08 Mar 2022
Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-based Approaches
R. Korbmacher
A. Tordeux
266
139
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
184
137
0
20 Aug 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction
IEEE International Conference on Computer Vision (ICCV), 2021
Fang Zheng
Le Wang
Sanping Zhou
Wei Tang
Zhenxing Niu
N. Zheng
G. Hua
AI4TS
201
39
0
31 Jul 2021
Interpretable Social Anchors for Human Trajectory Forecasting in Crowds
Computer Vision and Pattern Recognition (CVPR), 2021
Parth Kothari
Brian Sifringer
Alexandre Alahi
HAI
AI4TS
161
67
0
07 May 2021
Conditional Generative Adversarial Networks for Speed Control in Trajectory Simulation
International Conference on Machine Learning, Optimization, and Data Science (MOD), 2021
Sahib Julka
Vishal Sowrirajan
Joerg Schloetterer
Michael Granitzer
119
5
0
21 Mar 2021
Bifold and Semantic Reasoning for Pedestrian Behavior Prediction
IEEE International Conference on Computer Vision (ICCV), 2020
Amir Rasouli
Mohsen Rohani
Jun Luo
379
66
0
06 Dec 2020
Deep Learning for Medical Anomaly Detection -- A Survey
ACM Computing Surveys (ACM CSUR), 2020
Tharindu Fernando
Harshala Gammulle
Akila Pemasiri
Sridha Sridharan
Clinton Fookes
OOD
425
363
0
04 Dec 2020
Game Plan: What AI can do for Football, and What Football can do for AI
Journal 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
234
99
0
18 Nov 2020
Fast & Slow Learning: Incorporating Synthetic Gradients in Neural Memory Controllers
Tharindu Fernando
Akila Pemasiri
Sridha Sridharan
Clinton Fookes
170
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
190
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
420
126
0
18 Aug 2020
Human Trajectory Forecasting in Crowds: A Deep Learning Perspective
Parth Kothari
S. Kreiss
Alexandre Alahi
HAI
AI4TS
384
275
0
07 Jul 2020
Deep Learning for Vision-based Prediction: A Survey
Amir Rasouli
373
45
0
30 Jun 2020
An End-to-End Learning Approach for Trajectory Prediction in Pedestrian Zones
Ha Q. Ngo
C. Henke
F. Hees
124
1
0
09 Apr 2020
Heart Sound Segmentation using Bidirectional LSTMs with Attention
IEEE journal of biomedical and health informatics (JBHI), 2020
Tharindu Fernando
H. Ghaemmaghami
Akila Pemasiri
Sridha Sridharan
Nayyar Hussain
Clinton Fookes
145
72
0
02 Apr 2020
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