Databases · Computer Science
Foundation Models for Spatio-Temporal Data Science: A Tutorial and Survey
Yuxuan Liang, Haomin Wen, Yutong Xia, Ming Jin +5
2025-03-19
Machine Learning · Computer Science
Spatio-Temporal Trajectory Foundation Model - Recent Advances and Future Directions
Sean Bin Yang, Ying Sun, Yunyao Cheng, Yan Lin +2
2025-11-27
Computer Vision and Pattern Recognition · Computer Science
Spatio-Temporal Foundation Models: Vision, Challenges, and Opportunities
Adam Goodge, Wee Siong Ng, Bryan Hooi, See Kiong Ng
2025-02-10
Computer Vision and Pattern Recognition · Computer Science
Temporal Flow Matching for Learning Spatio-Temporal Trajectories in 4D Longitudinal Medical Imaging
Nico Albert Disch, Yannick Kirchhoff, Robin Peretzke, Maximilian Rokuss +4
2025-09-01
Computation and Language · Computer Science
TopoLM: brain-like spatio-functional organization in a topographic language model
Neil Rathi, Johannes Mehrer, Badr AlKhamissi, Taha Binhuraib +2
2025-05-16
Machine Learning · Computer Science
Spatio-Temporal Functional Neural Networks
Aniruddha Rajendra Rao, Qiyao Wang, Haiyan Wang, Hamed Khorasgani +1
2020-09-15
Computer Vision and Pattern Recognition · Computer Science
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding
Xingjian Diao, Chunhui Zhang, Weiyi Wu, Zhongyu Ouyang +4
2025-02-11
Computer Vision and Pattern Recognition · Computer Science
Reprogramming Vision Foundation Models for Spatio-Temporal Forecasting
Changlu Chen, Yanbin Liu, Chaoxi Niu, Ling Chen +1
2025-07-17
Computer Vision and Pattern Recognition · Computer Science
Temporal-Guided Visual Foundation Models for Event-Based Vision
Ruihao Xia, Junhong Cai, Luziwei Leng, Liuyi Wang +4
2025-11-11
Machine Learning · Computer Science
A Simple Framework for Multi-mode Spatial-Temporal Data Modeling
Zihang Liu, Le Yu, Tongyu Zhu, Leiei Sun
2023-08-23
Machine Learning · Computer Science
Building Transportation Foundation Model via Generative Graph Transformer
Xuhong Wang, Ding Wang, Liang Chen, Yilun Lin
2023-05-25
Machine Learning · Computer Science
Towards Long-Context Time Series Foundation Models
Nina Żukowska, Mononito Goswami, Michał Wiliński, Willa Potosnak +1
2024-09-23
Computer Vision and Pattern Recognition · Computer Science
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction
Qiuhong Ke, Mohammed Bennamoun, Senjian An, Farid Bossaid +1
2018-06-13
Robotics · Computer Science
Temporal and Semantic Evaluation Metrics for Foundation Models in Post-Hoc Analysis of Robotic Sub-tasks
Jonathan Salfity, Selma Wanna, Minkyu Choi, Mitch Pryor
2025-04-02
Social and Information Networks · Computer Science
Topology-Aware LLM-Driven Social Simulation: A Unified Framework for Efficient and Realistic Agent Dynamics
Yuwei Xu, Shulun Zhang, Yingli Zhou, Shipei Zeng +2
2026-04-21
Computer Vision and Pattern Recognition · Computer Science
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks
Akansha Singh Bansal, Yoonjin Lee, Kyle Hilburn, Imme Ebert-Uphoff
2022-10-26
Databases · Computer Science
Temporal Graph Functional Dependencies [Extended Version]
Morteza Alipourlangouri, Adam Mansfield, Fei Chiang, Yinghui Wu
2022-07-27