Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction

20 July 2022

Papers citing "Learning Pedestrian Group Representations for Multi-modal Trajectory Prediction"

30 / 30 papers shown

Title
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 31 0 0 07 Apr 2025
PASTA: Part-Aware Sketch-to-3D Shape Generation with Text-Aligned Prior S. Lee Hwanhee Jung Byoungsoo Koh Qixing Huang Sangho Yoon Sangpil Kim 49 0 0 17 Mar 2025
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory Prediction Ruochen Li Stamos Katsigiannis Tae-Kyun Kim Hubert P. H. Shum 92 1 0 20 Feb 2025
Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction Ruochen Li Tanqiu Qiao Stamos Katsigiannis Zhanxing Zhu Hubert P. H. Shum AI4TS 68 1 0 04 Feb 2025
Who Walks With You Matters: Perceiving Social Interactions with Groups for Pedestrian Trajectory Prediction Ziqian Zou Conghao Wong Beihao Xia Qinmu Peng Xinge You 74 0 0 03 Dec 2024
RealTraj: Towards Real-World Pedestrian Trajectory Forecasting Ryo Fujii Hideo Saito Ryo Hachiuma AI4TS 106 1 0 26 Nov 2024
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking Pranav Singh Chib Pravendra Singh AI4TS 52 4 0 31 Oct 2024
Curb Your Attention: Causal Attention Gating for Robust Trajectory Prediction in Autonomous Driving Ehsan Ahmadi Ray Coden Mercurius Soheil Alizadeh K. Rezaee Amir Rasouli AAML 41 0 0 23 Sep 2024
SITUATE: Indoor Human Trajectory Prediction through Geometric Features and Self-Supervised Vision Representation Luigi Capogrosso Andrea Toaiari Andrea Avogaro Uzair Khan Aditya Jivoji Franco Fummi Marco Cristani 44 0 0 01 Sep 2024
MART: MultiscAle Relational Transformer Networks for Multi-agent Trajectory Prediction Li Duan Junseok Lee Yeonguk Yu G. Aragon-Camarasa Kyoobin Lee 49 4 0 31 Jul 2024
CCF: Cross Correcting Framework for Pedestrian Trajectory Prediction Pranav Singh Chib Pravendra Singh 45 1 0 02 Jun 2024
Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports Yi Tian Xu Yun Fu 35 0 0 27 May 2024
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction Yi Tian Xu Yun Fu 41 11 0 31 Mar 2024
SingularTrajectory: Universal Trajectory Predictor Using Diffusion Model Inhwan Bae Young-Jae Park Hae-Gon Jeon 40 13 0 27 Mar 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 36 15 0 27 Mar 2024
Intention-aware Denoising Diffusion Model for Trajectory Prediction Chen Liu Shibo He Haoyu Liu Jiming Chen DiffM 32 7 0 14 Mar 2024
LG-Traj: LLM Guided Pedestrian Trajectory Prediction Pranav Singh Chib Pravendra Singh 30 11 0 12 Mar 2024
Recurrent Aligned Network for Generalized Pedestrian Trajectory Prediction Yonghao Dong Le Wang Sanpin Zhou Gang Hua Changyin Sun 37 5 0 09 Mar 2024
MetaTra: Meta-Learning for Generalized Trajectory Prediction in Unseen Domain Xiaohe Li Feilong Huang Zide Fan Fangli Mou Yingyan Hou Chen Qian Lijie Wen 18 1 0 13 Feb 2024
Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives Sheng Luo Wei Chen Wanxin Tian Rui Liu Luanxuan Hou ... Ling Shao Yi Yang Bojun Gao Qun Li Guobin Wu 51 13 0 05 Feb 2024
Learning Socio-Temporal Graphs for Multi-Agent Trajectory Prediction Yuke Li Lixiong Chen Guan-Hong Chen Ching-Yao Chan Anton van den Hengel Stefano Anzellotti Donglai Wei 30 0 0 22 Dec 2023
Sparse Pedestrian Character Learning for Trajectory Prediction Yonghao Dong Le Wang Sanpin Zhou Gang Hua Changyin Sun 41 3 0 27 Nov 2023
DESTINE: Dynamic Goal Queries with Temporal Transductive Alignment for Trajectory Prediction Rezaul Karim Soheil Mohamad Alizadeh Shabestary Amir Rasouli 52 5 0 11 Oct 2023
Tracing the Influence of Predecessors on Trajectory Prediction Mengmeng Liu Hao Cheng M. Yang 45 2 0 10 Aug 2023
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting Inhwan Bae Jean Oh Hae-Gon Jeon 32 30 0 18 Jul 2023
Unsupervised Sampling Promoting for Stochastic Human Trajectory Prediction Guan-Hong Chen Zhenhao Chen Shunxing Fan Anton van den Hengel 20 22 0 09 Apr 2023
Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction Yi Xu Armin Bazarjani Hyung-Gun Chi Chiho Choi Y. Fu 25 31 0 28 Mar 2023
EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning Chenxin Xu R. Tan Yuhong Tan Siheng Chen Yu Wang Xinchao Wang Yanfeng Wang 35 96 0 20 Mar 2023
Learning a Pedestrian Social Behavior Dictionary Faith Johnson Kristin J. Dana 35 1 0 02 Dec 2022
GATraj: A Graph- and Attention-based Multi-Agent Trajectory Prediction Model Hao Cheng Mengmeng Liu Linyuan Chen Hellward Broszio Monika Sester M. Yang 49 55 0 16 Sep 2022