Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks

4 July 2019

V. Kosaraju

Amir Sadeghian

Roberto Martín-Martín

Ian Reid

S. Hamid Rezatofighi

Silvio Savarese

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Papers citing "Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks"

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Title
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 31 0 0 07 Apr 2025
Unified Uncertainty-Aware Diffusion for Multi-Agent Trajectory Modeling Guillem Capellera Antonio Rubio Luis Ferraz Antonio Agudo 45 1 0 24 Mar 2025
EMT: A Visual Multi-Task Benchmark Dataset for Autonomous Driving in the Arab Gulf Region Nadya Abdel Madjid Murad Mebrahtu Abdelmoamen Nasser Bilal Hassan N. Werghi Jorge Dias Majid Khonji 94 0 0 26 Feb 2025
A Spatio-temporal Graph Network Allowing Incomplete Trajectory Input for Pedestrian Trajectory Prediction Juncen Long Gianluca Bardaro S. Mentasti Matteo Matteucci 36 0 0 22 Jan 2025
Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights Jiajia Xie Sheng Zhang Beihao Xia Zhu Xiao Hongbo Jiang Siwang Zhou Zheng Qin Hongyang Chen 44 9 0 13 Jan 2025
Snapshot: Towards Application-centered Models for Pedestrian Trajectory Prediction in Urban Traffic Environments Nico Uhlemann Yipeng Zhou Tobias Mohr Markus Lienkamp 56 1 0 10 Jan 2025
RealTraj: Towards Real-World Pedestrian Trajectory Forecasting Ryo Fujii Hideo Saito Ryo Hachiuma AI4TS 101 1 0 26 Nov 2024
Conformal Trajectory Prediction with Multi-View Data Integration in Cooperative Driving Xi Chen Rahul Bhadani Larry Head 75 0 0 01 Aug 2024
JaywalkerVR: A VR System for Collecting Safety-Critical Pedestrian-Vehicle Interactions Kenta Mukoya Erica Weng Rohan Choudhury Kris Kitani 27 0 0 05 Jul 2024
Social-MAE: Social Masked Autoencoder for Multi-person Motion Representation Learning Mahsa Ehsanpour Ian Reid Hamid Rezatofighi ViT 27 0 0 08 Apr 2024
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction Yi Tian Xu Yun Fu 36 11 0 31 Mar 2024
Knowledge-aware Graph Transformer for Pedestrian Trajectory Prediction Yu Liu Yuexin Zhang Kunming Li Yongliang Qiao Stewart Worrall Youfu Li He Kong 21 1 0 10 Jan 2024
S-T CRF: Spatial-Temporal Conditional Random Field for Human Trajectory Prediction Pengqian Han Jiamou Liu Jialing He Zeyu Zhang Song Yang Yanni Tang P. Roop 19 1 0 30 Nov 2023
Social Motion Prediction with Cognitive Hierarchies Wentao Zhu Jason Qin Yuke Lou Hang Ye Xiaoxuan Ma Hai Ci Yizhou Wang 19 9 0 08 Nov 2023
Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction Tiago Rodrigues de Almeida Óscar Martínez Mozos 24 2 0 27 Jul 2023
Joint Metrics Matter: A Better Standard for Trajectory Forecasting Erica Weng Hanako Hoshino Deva Ramanan Kris M. Kitani 33 13 0 10 May 2023
Diffusing Graph Attention Daniel Glickman Eran Yahav GNN 28 3 0 01 Mar 2023
Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning Jianwu Fang C. Zhu Pu Zhang Hongkai Yu Jianru Xue 36 16 0 02 Nov 2022
Wayformer: Motion Forecasting via Simple & Efficient Attention Networks Nigamaa Nayakanti Rami Al-Rfou Aurick Zhou Kratarth Goel Khaled S. Refaat Benjamin Sapp AI4TS 28 233 0 12 Jul 2022
Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting Bohan Tang Yiqi Zhong Chenxin Xu Wei Wu Ulrich Neumann Yanfeng Wang Ya-Qin Zhang Siheng Chen 34 9 0 11 Jul 2022
TransFuser: Imitation with Transformer-Based Sensor Fusion for Autonomous Driving Kashyap Chitta Aditya Prakash Bernhard Jaeger Zehao Yu Katrin Renz Andreas Geiger ViT 87 291 0 31 May 2022
Uncertainty estimation of pedestrian future trajectory using Bayesian approximation Anshul Nayak A. Eskandarian Zachary R. Doerzaph 10 22 0 04 May 2022
Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion Tianpei Gu Guangyi Chen Junlong Li Chunze Lin Yongming Rao Jie Zhou Jiwen Lu DiffM VGen 27 192 0 25 Mar 2022
Non-Probability Sampling Network for Stochastic Human Trajectory Prediction Inhwan Bae Jin-Hwi Park Hae-Gon Jeon 17 53 0 25 Mar 2022
Under the Hood of Transformer Networks for Trajectory Forecasting Luca Franco Leonardo Placidi Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 8 19 0 22 Mar 2022
Motron: Multimodal Probabilistic Human Motion Forecasting Tim Salzmann Marco Pavone Markus Ryll 3DH 28 28 0 08 Mar 2022
Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation Abduallah A. Mohamed Deyao Zhu Warren Vu Mohamed Elhoseiny Christian G. Claudel 29 53 0 06 Mar 2022
SuperStyleNet: Deep Image Synthesis with Superpixel Based Style Encoder Jong-Han Kim Gen Li Cheolkon Jung Joongkyu Kim 14 1 0 17 Dec 2021
Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling Chen Tang Wei Zhan M. Tomizuka DRL 11 19 0 01 Dec 2021
Sliding Sequential CVAE with Time Variant Socially-aware Rethinking for Trajectory Prediction Hao Zhou Dongchun Ren Xu Yang Mingyu Fan Hai Huang 17 7 0 28 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 19 32 0 28 Oct 2021
Sequential Point Cloud Prediction in Interactive Scenarios: A Survey Haowen Wang Zirui Li Jian-wei Gong 3DPC 13 1 0 15 Sep 2021
Are socially-aware trajectory prediction models really socially-aware? Saeed Saadatnejad Mohammadhossein Bahari Pedram J. Khorsandi Mohammad Saneian Seyed-Mohsen Moosavi-Dezfooli Alexandre Alahi AAML 27 42 0 24 Aug 2021
LOKI: Long Term and Key Intentions for Trajectory Prediction Harshayu Girase Haiming Gang Srikanth Malla Jiachen Li Akira Kanehara K. Mangalam Chiho Choi 18 79 0 18 Aug 2021
Semantics-STGCNN: A Semantics-guided Spatial-Temporal Graph Convolutional Network for Multi-class Trajectory Prediction Benjamin Rainbow Qianhui Men Hubert P. H. Shum 20 14 0 10 Aug 2021
Human Trajectory Prediction via Counterfactual Analysis Guangyi Chen Junlong Li Jiwen Lu Jie Zhou 11 66 0 29 Jul 2021
Heterogeneous-Agent Trajectory Forecasting Incorporating Class Uncertainty B. Ivanovic Kuan-Hui Lee P. Tokmakov Blake Wulfe R. McAllister Adrien Gaidon Marco Pavone 17 35 0 26 Apr 2021
Divide-and-Conquer for Lane-Aware Diverse Trajectory Prediction Sriram Narayanan Ramin Moslemi Francesco Pittaluga Buyu Liu Manmohan Chandraker 26 55 0 16 Apr 2021
SGCN:Sparse Graph Convolution Network for Pedestrian Trajectory Prediction Liushuai Shi Le Wang Chengjiang Long Sanping Zhou Mo Zhou Zhenxing Niu G. Hua 19 215 0 04 Apr 2021
Congestion-aware Multi-agent Trajectory Prediction for Collision Avoidance Xu Xie Chi Zhang Yixin Zhu Ying Nian Wu Song-Chun Zhu 13 36 0 26 Mar 2021
Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking Jiachen Li Hengbo Ma Zhihao Zhang Jinning Li M. Tomizuka 50 68 0 18 Feb 2021
Graph-SIM: A Graph-based Spatiotemporal Interaction Modelling for Pedestrian Action Prediction Tiffany Yau Saber Malekmohammadi Amir Rasouli P. Lakner Mohsen Rohani Jun-Jie Luo 14 21 0 03 Dec 2020
Leveraging Neural Network Gradients within Trajectory Optimization for Proactive Human-Robot Interactions Simon Schaefer Karen Leung B. Ivanovic Marco Pavone 17 25 0 02 Dec 2020
Trajectory Prediction in Autonomous Driving with a Lane Heading Auxiliary Loss Ross Greer Nachiket Deo Mohan M. Trivedi 19 46 0 12 Nov 2020
Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation Patrick Dendorfer Aljosa Osep Laura Leal-Taixé 21 103 0 02 Oct 2020
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 19 117 0 13 Aug 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 16 34 0 08 Jun 2020
DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting Alessio Monti Alessia Bertugli Simone Calderara Rita Cucchiara 9 65 0 26 May 2020
AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction Alessia Bertugli Simone Calderara Pasquale Coscia Lamberto Ballan Rita Cucchiara 17 28 0 17 May 2020
Shared Cross-Modal Trajectory Prediction for Autonomous Driving Chiho Choi Joon Hee Choi Srikanth Malla Jiachen Li 23 65 0 01 Apr 2020