DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model

23 April 2023

Xiangyu Zhao

Papers citing "DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model"

26 / 26 papers shown

Title
MM-Path: Multi-modal, Multi-granularity Path Representation Learning -- Extended Version Ronghui Xu Hanyin Cheng Chenjuan Guo Hongfan Gao Jiaxi Hu Sean Bin Yang Bin Yang 83 4 0 03 Jan 2025
C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction Zichen Wang Hao Miao Senzhang Wang Renzhi Wang Jianxin Wang Jian Zhang 85 0 0 17 Dec 2024
Simulating Human-like Daily Activities with Desire-driven Autonomy Yiding Wang Yuxuan Chen Fangwei Zhong Long Ma Yizhou Wang 77 2 0 09 Dec 2024
PathletRL++: Optimizing Trajectory Pathlet Extraction and Dictionary Formation via Reinforcement Learning Gian Alix Arian Haghparast Manos Papagelis 64 0 0 04 Dec 2024
Taming the Long Tail in Human Mobility Prediction Xiaohang Xu Renhe Jiang Chuang Yang Z. Fan Kaoru Sezaki 44 1 0 19 Oct 2024
Large Vision Model-Enhanced Digital Twin with Deep Reinforcement Learning for User Association and Load Balancing in Dynamic Wireless Networks Zhenyu Tao Wei Xu Xiaohu You 34 1 0 10 Oct 2024
Revisiting Synthetic Human Trajectories: Imitative Generation and Benchmarks Beyond Datasaurus Bangchao Deng Xin Jing Tianyue Yang Bingqing Qu Dingqi Yang Philippe Cudre-Mauroux 34 0 0 20 Sep 2024
TCDformer-based Momentum Transfer Model for Long-term Sports Prediction Hui Liu Jiacheng Gu Xiyuan Huang Junjie Shi Tongtong Feng Ning He 32 0 0 16 Sep 2024
TrajWeaver: Trajectory Recovery with State Propagation Diffusion Model Jinming Wang Hai Wang Hongkai Wen Geyong Min Man Luo 38 0 0 01 Sep 2024
Synthetic Trajectory Generation Through Convolutional Neural Networks Jesse Merhi Erik Buchholz S. Kanhere 37 0 0 24 Jul 2024
Be More Real: Travel Diary Generation Using LLM Agents and Individual Profiles Xuchuan Li Fei Huang Jianrong Lv Zhixiong Xiao Guolong Li Yang Yue 34 4 0 10 Jul 2024
FlightBench: Benchmarking Learning-based Methods for Ego-vision-based Quadrotors Navigation Shu-Ang Yu Chao Yu Feng Gao Yi Wu Yu Wang 44 1 0 09 Jun 2024
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models Pengyue Jia Yiding Liu Xiaopeng Li Xiangyu Zhao Yuhao Wang Yantong Du Xiao Han Xuetao Wei Shuaiqiang Wang Dawei Yin DiffM 40 6 0 23 May 2024
A Survey of Generative Techniques for Spatial-Temporal Data Mining Qianru Zhang Haixin Wang Cheng Long Liangcai Su Xingwei He ... Tailin Wu Hongzhi Yin Siu-Ming Yiu Qi Tian Christian S. Jensen AI4TS 52 7 0 15 May 2024
A Survey on Diffusion Models for Time Series and Spatio-Temporal Data Yiyuan Yang Ming Jin Haomin Wen Chaoli Zhang Keli Zhang ... Bin Yang Zenglin Xu Jiang Bian Shirui Pan Qingsong Wen DiffM AI4TS SyDa 37 39 0 29 Apr 2024
DPTraj-PM: Differentially Private Trajectory Synthesis Using Prefix Tree and Markov Process Nana Wang Mohan Kankanhalli 35 1 0 22 Apr 2024
Foundation Models for Time Series Analysis: A Tutorial and Survey Keli Zhang Haomin Wen Yuqi Nie Yushan Jiang Ming Jin Dongjin Song Shirui Pan Qingsong Wen AI4TS AI4CE 91 116 0 21 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Keli Zhang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 63 22 0 21 Mar 2024
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation Jiawei Wang Renhe Jiang Chuang Yang Zengqing Wu Makoto Onizuka Ryosuke Shibasaki Noboru Koshizuka Chuan Xiao LLMAG 46 33 0 22 Feb 2024
Chain-of-Planned-Behaviour Workflow Elicits Few-Shot Mobility Generation in LLMs Chenyang Shao Fengli Xu Bingbing Fan Jingtao Ding Yuan Yuan Meng Wang Yong Li LRM 27 6 0 15 Feb 2024
Diff-RNTraj: A Structure-aware Diffusion Model for Road Network-constrained Trajectory Generation Tonglong Wei Youfang Lin Shengnan Guo Yan Lin YiHeng Huang Chenyang Xiang Yuqing Bai Menglu Ya Huaiyu Wan 39 11 0 12 Feb 2024
MobilityGPT: Enhanced Human Mobility Modeling with a GPT model Ammar Haydari Dongjie Chen Zhengfeng Lai Michael Zhang Chen-Nee Chuah 72 8 0 05 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 79 15 0 30 Jan 2024
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting Jinliang Deng Feiyang Ye Du Yin Xuan Song Ivor W. Tsang Hui Xiong AI4TS 43 3 0 22 Jan 2024
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Tengjiao Wang Ming-Hsuan Yang DiffM MedIm 224 1,311 0 02 Sep 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 779 0 27 May 2022