Spatio-Temporal Correlations

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4 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Identifiable Decomposition of Submovements in Human Hand Trajectories

    Sep 30, 2026Adrian Prados, James Hermus, Ramon Barber +1Imitation LearningDecomposition

    Universidad Carlos III de Madrid, Leganes, Spain · Idiap Research Institute, Martigny, Switzerland · Ecole Polytechnique F´ed´erale de Lausanne (EPFL), Lausanne, Switzerland

  2. Addressing Spatial Indistinguishability in Spatiotemporal Prediction via Optimal Transport-Guided Masking

    Sep 28, 2026Guangyu Wang, Jiawei TongSpatiotemporal PredictionSpatio-Temporal Correlations

    Data Science and Artificial Intelligence, Dongbei University of Finance and Economics, Dalian, Liaoning, China · Institute of Systems, Molecular & Integrative Biology, University of Liverpool, Liverpool, United Kingdom

  3. HALO: Enhancing Time Series Generation via Hyperspherical Latents and Masked AutoregRessive Modeling

    Sep 28, 2026Chunyi Hou, Xiangfei Qiu, Hanyin Cheng +2Time-Series GenerationAutoregressive Generation

    School of Data Science and Engineering, East China Normal University, Shanghai, China

  4. Residual Correlation as a Diagnostic for Joint-Uncertainty Gains from GP Coregionalisation

    Sep 24, 2026Fangqin Zhou, Joaquin VanschorenGaussian ProcessSpatio-Temporal Correlations

    Eindhoven University of Technology

  5. GeoFlow: Efficient Driving Video Generation via Geometry-Aligned Priors

    Aug 12, 2026Jiazheng Liu, Hang Li, Jiawei Zhang +5Video GenerationGenerative Models

    School of Computer Science and Engineering, Beihang University · Macquarie University · Tianyi Transportation Technology Co., Ltd, Suzhou 215133, China +3

  6. TRACE: Ergodic Trajectory Optimization for Active Scene Reconstruction

    Aug 3, 2026Ziyue Zheng, Linli Shi, Bingkun He +2Scene ReconstructionRobust Trajectory

    1Johns Hopkins University, USA · University of Pennsylvania, USA

  7. Eliminating Propagation Delay: Attention-Based Spatial-Temporal Fusion Graph Convolution Network for Traffic Flow Prediction

    Jul 27, 2026Jinpeng Chen, Ziyu Yu, Tao Wang +5Accurate Traffic ForecastingTemporal Graph Neural Networks

    School of Computer Science (National Pilot Software Engineering School), Beijing University of Posts and Telecommunications, China · Key Laboratory of Trustworthy Distributed Computing and Service (Beijing University of Posts and Telecommunications), Ministry of Education, Beijing, China · Department of Automation, School of Information Science and Technology, University of Science and Technology of China, Hefei, China +3

  8. Measuring Spatial Clustering via Metropolis-Hastings Diffusion Distance

    Jul 16, 2026Thomas Weighill, Chidinma WilliamsDistanceSpatio-Temporal Correlations

    Department of Mathematics and Statistics, University of North Carolina at Greensboro, Greensboro, NC 27402

  9. Kaleido: Algorithm-Hardware Co-Design for Video Diffusion Transformers by Exploiting Latent Space Correlations

    Jul 15, 2026Wenxuan Miao, Haosong Liu, Weiming Hu +9Video Diffusion ModelsSpatio-Temporal Correlations

    Shanghai Jiao Tong University · Shanghai Jiao Tong University, Shanghai Qi Zhi Institute · Huawei Technologies +1

  10. Beyond the Performance Illusion: Structure-Aware Stratified Partitioning and Curriculum Distributionally Robust Optimization for Spatially Correlated Domains

    Jul 2, 2026Prathamesh Patil, Arpit Jain, Aswanth KrishnanPartitioningBalanced Learning

    1QpiAI India Pvt. Ltd.

  11. Spatial Support Matters: Geometry-Aware Graph Fusion for Rainfall Field Reconstruction

    Jul 2, 2026Low Jun Yu, Niramay Kachhadiya, Herath Mudiyanselage Viraj Vidura Herath +2RainfallSen1Floods11

    School of Computing, National University of Singapore · Faculty of Engineering, The University of Sydney

  12. Slope-Guided Mamba and Angular-Refined Transformer for Light Field Super-Resolution

    Jul 1, 2026Li Jin, Jian Huang, Junde Lu +3Generative Super-ResolutionScale-Ambiguous Epipolar Geometry

    Hangzhou International Innovation Institute, Beihang University, Hangzhou, China

  13. From Pixels to Temporal Correlations: Learning Informative Representations for Reinforcement Learning Pre-training

    Jul 1, 2026Jinwen Wang, Youfang Lin, Xiaobo Hu +4Dual-Branch Temporal ModelingSpatio-Temporal Correlations

    School of Computer Science & Technology, Beijing Jiaotong University, Beijing, China · Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University, Beijing, China · Beijing Jiaotong University, Beijing, China

  14. EO-VGGT: Orbital Ray-Conditioned 3D Foundation Models for Satellite Multi-View Reconstruction

    Jul 1, 2026Qiyan Luo, Yingdong Pi, Lekang Wen +4Feed-Forward 3D Reconstruction3D Foundation Models

    State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, 430079, China · Hubei Luojia Laboratory, Wuhan, 430079, China

  15. Evolving Spatial Weights for Cartographic Synthesis

    Jun 20, 2026Gesiel R. Lopes, Roberto F. da Silva, Mellina Yamamura +4Spatio-Temporal CorrelationsSynthesis

    Institute of Mathematics and Computer Sciences, University of Sao Paulo, Sao Carlos, Brazil · Biosystems Engineering Department, University of Sao Paulo, Piracicaba, Brazil · Department of Nursing, Federal University of Sao Carlos, Sao Carlos, Brazil +2

  16. A Sliced-Wasserstein Framework on Correlation Matrices for EEG Decoding

    Jun 4, 2026Chen Hu, Rui Wang, Jiale Zhou +4ElectroencephalographyFull-Rank Correlation Matrices

    Westlake University Hangzhou, China · School of Artificial Intelligence and Computer Science Jiangnan University Wuxi, China · Zhejiang University Hangzhou, China +1

  17. Parallel Jacobi Decoding for Fast Autoregressive Image Generation

    Jun 4, 2026Boya Liao, Ying Li, Siyong Jian +1Autoregressive Image GenerationSpatio-Temporal Correlations

    Westlake University

  18. Constraint-Enhanced Physical Search through Correlation Matching

    Jun 2, 2026Song-Ju KimEfficient ExplorationSpatio-Temporal Correlations

    SOBIN Institute LLC, Kawanishi, Hyogo, Japan

  19. Spatio-Temporal Correlation Guided Geometric Partitioning for Versatile Video Coding

    Jun 1, 2026Xuewei Meng, Chuanmin Jia, Xinfeng Zhang +2Video CodingSpatio-Temporal Correlations

    Institute of Digital Media, Department of Electronics Engineering and Computer Science, Peking University, Beijing 100871, China · School of Computer Science and Technology, University of Chinese Academy of Sciences, Beijing 100190, China · Information Technology R&D Innovation Center of Peking University, Shaoxing 312000, China +1

  20. Paving the Way for Point Cloud Video Representation Learning Using A PDE Model

    Jun 1, 2026Zhuoxu Huang, Zhenkun Fan, Jungong Han +1Point CloudsSpatiotemporal Representations

    Department of Computer Science, Aberystwyth University, Aberystwyth SY23 3DB, U.K. · Department of Automation, Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, 100084, China · Department of Electrical Engineering, Surrey University, Surrey GU2 7XH, U.K.

  21. FLAG: Foundation model representation with Latent diffusion Alignment via Graph for spatial gene expression prediction

    May 18, 2026Qi Si, Penglei Wang, Yushuai Wu +5Spatial TranscriptomicsSpatio-Temporal Correlations

    Shanghai Academy of Artificial Intelligence for Science, Shanghai, China. · School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, China. · Artificial Intelligence Innovation and Incubation Institute, Fudan University, Shanghai, China.

  22. A Global-Local Graph Attention Network for Traffic Forecasting

    May 16, 2026Tianchi ZhangAccurate Traffic ForecastingTemporal Graph Neural Networks

  23. Curriculum Learning of Physics-Informed Neural Networks based on Spatial Correlation

    May 14, 2026Xujia Chen, Xinyue Hu, Letian Chen +2Parametric Physics-Informed Neural NetworkSpatio-Temporal Correlations

    Department of Automation, Tsinghua University, Beijing 100084, P.R. China

  24. Learning with Shallow Neural Networks on Cluster-Structured Features

    May 14, 2026Elisabetta Cornacchia, Laurent MassouliéLow-Dimensional StructureFeature Learning

    INRIA, DI/ENS, PSL.

  25. Learning Spatial-Temporal Coherent Correlations for Speech-Preserving Facial Expression Manipulation

    Apr 22, 2026Tianshui Chen, Jianman Lin, Zhijing Yang +3Facial Expression RecognitionCo-Speech Gesture Generation

    Guangdong University of Technology · South China University of Technology · Sun Yat-sen University