Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction

28 March 2023

Papers citing "Uncovering the Missing Pattern: Unified Framework Towards Trajectory Imputation and Prediction"

25 / 25 papers shown

Title
FedTDP: A Privacy-Preserving and Unified Framework for Trajectory Data Preparation via Federated Learning Zhihao Zeng Ziquan Fang Wei Shao Lu Chen Yunjun Gao FedML 51 0 0 08 May 2025
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 Naoufel Werghi Jorge Dias Majid Khonji 105 0 0 26 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
RealTraj: Towards Real-World Pedestrian Trajectory Forecasting Ryo Fujii Hideo Saito Ryo Hachiuma AI4TS 106 1 0 26 Nov 2024
$C$^{2}$INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention$ C $^{2}$ INet: Realizing Incremental Trajectory Prediction with Prior-Aware Continual Causal Intervention Xiaohe Li Feilong Huang Zide Fan Fangli Mou Leilei Lin Yingyan Hou Lijie Wen 70 0 0 19 Nov 2024
Pedestrian Trajectory Prediction with Missing Data: Datasets, Imputation, and Benchmarking Pranav Singh Chib Pravendra Singh AI4TS 41 4 0 31 Oct 2024
TranSPORTmer: A Holistic Approach to Trajectory Understanding in Multi-Agent Sports Guillem Capellera Luis Ferraz Antonio Rubio Antonio Agudo Francesc Moreno-Noguer 37 3 0 23 Oct 2024
RMP-YOLO: A Robust Motion Predictor for Partially Observable Scenarios even if You Only Look Once Jiawei Sun Jiahui Li Tingchen Liu Chengran Yuan Shuo Sun Zefan Huang Anthony Wong K. P. Tee Marcelo H. Ang Jr 38 2 0 18 Sep 2024
Multi-scale Temporal Fusion Transformer for Incomplete Vehicle Trajectory Prediction Zhanwen Liu Chao Li Yang Wang Nan Yang Xing Fan Jiaqi Ma Xiangmo Zhao 32 2 0 02 Sep 2024
MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data Jianping Zhou Bin Lu Zhanyu Liu Siyu Pan Xuejun Feng Hua Wei Guanjie Zheng Xinbing Wang Chenghu Zhou 28 2 0 05 Jun 2024
Sports-Traj: A Unified Trajectory Generation Model for Multi-Agent Movement in Sports Yi Tian Xu Yun Fu 32 1 0 27 May 2024
GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing Chengqing Yu Fei Wang Zezhi Shao Tangwen Qian Zhao Zhang Wei Wei Yongjun Xu AI4CE 36 17 0 18 May 2024
Multi-agent Long-term 3D Human Pose Forecasting via Interaction-aware Trajectory Conditioning Jaewoo Jeong Daehee Park Kuk-Jin Yoon 38 6 0 08 Apr 2024
Semantic Flow: Learning Semantic Field of Dynamic Scenes from Monocular Videos Fengrui Tian Yueqi Duan Angtian Wang Jianfei Guo Shaoyi Du 3DPC 36 3 0 08 Apr 2024
OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising Haichao Zhang Yi Tian Xu Hongsheng Lu Takayuki Shimizu Yun Fu 23 4 0 02 Apr 2024
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction Yi Tian Xu Yun Fu 38 11 0 31 Mar 2024
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction Inhwan Bae Junoh Lee Hae-Gon Jeon 33 15 0 27 Mar 2024
T4P: Test-Time Training of Trajectory Prediction via Masked Autoencoder and Actor-specific Token Memory Daehee Park Jaeseok Jeong Sung-Hoon Yoon Jaewoo Jeong Kuk-Jin Yoon TTA 42 10 0 15 Mar 2024
Enhancing Trajectory Prediction through Self-Supervised Waypoint Noise Prediction Pranav Singh Chib Pravendra Singh 29 1 0 26 Nov 2023
Improving Autonomous Driving Safety with POP: A Framework for Accurate Partially Observed Trajectory Predictions Sheng Wang Yingbing Chen Jie-Zhi Cheng Xiaodong Mei Ren Xin Yongkang Song Ming-Yu Liu 35 6 0 27 Sep 2023
Multi-Time Attention Networks for Irregularly Sampled Time Series Satya Narayan Shukla Benjamin M. Marlin AI4TS 108 184 0 25 Jan 2021
Transformer Networks for Trajectory Forecasting Francesco Giuliari Irtiza Hasan Marco Cristani Fabio Galasso 113 371 0 18 Mar 2020
Recurrent Neural Networks for Multivariate Time Series with Missing Values Zhengping Che S. Purushotham Kyunghyun Cho David Sontag Yan Liu AI4TS 210 1,897 0 06 Jun 2016