Spatiotemporal

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Period ending 2026-09-21

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Period ending 2026-09-07

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  1. STAG: Spatio-temporal Evolving Structural Representation of Action Units for Micro-expression Recognition

    Jun 26, 2026Nandani Sharma, Varun Sharma, Dinesh SinghFacial Expression RecognitionSpatiotemporal Representations

  2. Long-Term Prediction of Local and Global Human Motion with Occlusion Recovery

    Jun 26, 2026Qiaoyue Yang, Sven Heutger, Christopher Niemann +3Human Motion PredictionHuman Motion Generation

  3. Global Explanations for Multivariate Time Series Forecasting Models via KK-Order Markov Approximations

    Jun 25, 2026Amadeo TunyiMultivariate ForecastingMultivariate Time Series Forecasting

  4. A Latent ODE Approach to Spatiotemporal Modeling of Cine Cardiac MRI

    Jun 25, 2026David Brüggemann, Ekaterina Krymova, Firat Özdemir +6Cardiac Magnetic Resonance ImagingCardiac Motion

  5. Otter Weather: Skillful and Computationally Efficient Medium-Range Weather Forecasting

    Jun 24, 2026Cristiana Diaconu, Jonas Scholz, Aliaksandra Shysheya +4Artificial Intelligence Weather ModelsNumerical Weather Prediction

  6. G2DP: Diffusion Planning with Spatio-Temporal Grid Guidance

    Jun 24, 2026Hang Yu, Ye Jin, Alessandro Canevaro +7Diffusion PlanningAutonomous Driving

  7. TopoCast: A Topological Fidelity Framework for Evaluating Transformer-Based Time Series Forecasting

    Jun 24, 2026Sandeepa Weerasekara, Sandareka WickramanayakeTopological Data AnalysisSpatio-Temporal Transformers

  8. FDN: Interpretable Spatiotemporal Forecasting with Future Decomposition Networks

    Jun 23, 2026Nicholas Majeske, Ariful AzadSpatio-Temporal ForecastingLoad Forecasting

  9. MVG-KAN: Multi-View Geo-Wind Guided KAN for PM2.5_{2.5} Forecasting

    Jun 23, 2026Cheng Huang, Muyao Guan, Jairus Yougui Railey +6Air PollutionSpatio-Temporal Forecasting

  10. SoccerNet 2026 Player-Centric Ball Action Spotting: Per-Player Attention with Agreement-Based Ensembling

    Jun 23, 2026Faisal Altawijri, Ismail MathkourTemporal Action LocalizationSpatio-Temporal Transformers

  11. GRACE: Gated Refinement for Accurate Causal Edge Discovery in High-Dimensional Time Series

    Jun 22, 2026Mohammad Fesanghary, Abhinav HavaldarCausal Foundation ModelsTemporal Dependence

  12. Simulation-Free Estimation of Traffic Flows from Sparse Count Data

    Jun 22, 2026Davide Guastella, Gianluca BontempiTrafficSpatiotemporal

  13. Do Location Encoders Capture Spatial Effects? A GeoShapley Benchmark Across Scales

    Jun 22, 2026Daniel Kiv, Shaowen WangSpatial Representation3D Encoder

  14. Rethinking Object-Centric Representations for Video Dynamics Modeling

    Jun 22, 2026Amaury Wei, Ismail Nejjar, Olga FinkVideo Object SegmentationMulti-Object Tracking

  15. FLFL: Federated Latent Factor Learning for Private Recovery of Spatio-Temporal Signals

    Jun 22, 2026Chengjun Yu, Di Wu, Yi He +1Federated LearningPrivacy-Preserving Framework

  16. Three-Step Hierarchical Transformer for Multi-Pedestrian Trajectory Prediction

    Jun 22, 2026Raphaël Delécluse, Hazem Wannous, Laurent Grisoni +1Pedestrian Trajectory PredictionSpatio-Temporal Transformers

  17. Statistical Matching via Schrödinger Bridge beyond Conditional Independence

    Jun 22, 2026Eunho Koo, Tongseok Lim, Jinwon SohnImputationSchrödinger Bridges

  18. Trajectory Learning with Graph Representations for Social Robot Navigation

    Jun 21, 2026Berke Kartal, Burcu Kilic, Yigit Yildirim +1Social Robot NavigationImitation Learning

  19. Efficient Continuous Semantic Mapping based on Spatio-Temporal Awareness

    Jun 21, 2026My Le Pham, Dinh Trieu Duong, Xiem HoangVan +1Semantic MappingSpatiotemporal

  20. Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practice

    Jun 21, 2026Li Kong, Qi Qi, Yinyu Ye +1Large Language Model ServingOptimal Scheduling

  21. Beyond Time Series: Spatial Reasoning for Epidemic Forecasting via Multimodal Learning

    Jun 20, 2026Diana Guadalupe Gomez, Chenwei Wu, Zhiyi Wang +2Epidemic ForecastingSpatio-Temporal Forecasting

  22. SPOTR: Spatio-temporal Pooling One-Token Reconstruction for Universal Physiological Signal Self-supervised Learning

    Jun 20, 2026Yiyu Gui, Mingzhi Chen, Yuesheng Zhu +2Physiological DataSelf-Supervised

  23. Ultra-Fusion: A Resilient Tightly-Coupled Multi-Sensor Fusion SLAM Framework under Sensor Degradation and Spatiotemporal Perturbation for Intelligent Transportation Systems

    Jun 19, 2026Yihong Tian, Junjie Zhang, Liuyang Li +3Multi-Sensor FusionSimultaneous Localization And Mapping

  24. BadDreamer: Transferable Backdoor Attacks against Video World Models for Autonomous Driving

    Jun 19, 2026Zhe Shuai, Xiaopeng Xie, Yikun ZengAutonomous DrivingVideo World Models

  25. An Efficient and Effective Architecture for Large-Scale Traffic Prediction via Geometry-Adaptive Square Partitioning

    Jun 19, 2026Yongfeng Su, Hongwen Li, Zijian Zhang +3Accurate Traffic ForecastingSpatiotemporal

  26. Physics-Guided Fully Convolutional Spatiotemporal Learning Toward Digital-Twin-Enabled Microstructure Evolution Prediction

    Jun 18, 2026Michael Trimboli, Wenxi Liu, Xianqi LiPorous MediaSpatiotemporal Prediction

  27. Temporal Causal Prior-Data Fitted Networks for Panel Data with Learned Reliability Signals

    Jun 18, 2026Shravan Talupula, Saurabh SharmaCausal Foundation ModelsTabular Prior-Data Fitted Network

  28. Multi-Task Bayesian In-Context Learning

    Jun 18, 2026Qingyang Zhu, Eric Karl Oermann, Kyunghyun ChoIn-Context LearningSpatiotemporal Prediction

  29. Multi-Modal Contrastive Learning for Implicit Earth Embeddings via Location Tying

    Jun 18, 2026Jonathan Hecht, Lukas Arzoumanidis, Ziyue Li +1Multimodal Contrastive LearningContrastive Learning

  30. Enhancing Graph Neural Networks Using Proximity Graphs for Dust Source Emission Forecasting

    Jun 18, 2026Maryam Sanisales, Zahed Rahmati, Ali Darvishi Boloorani +1Graph Neural NetworksAir Pollution

  31. ROSA-TFormer: A Radar-Optical Sensor-Aware Temporal Transformer for Pinus sylvestris Plantation Classification in Northern Shaanxi Using GEE-Derived Sentinel-1/2 Time Series

    Jun 17, 2026Nengbo Zhang, Chang shengSentinel-2Spatio-Temporal Transformers

  32. Spatially Stratified Distillation for Heterogeneous Radar Place Recognition

    Jun 17, 2026Sagun Singh Shrestha, Samuel Harding, Abdelwahed Khamis +2Sparse4D-RadarRadar

  33. MoCo-AIS: A Contrastive Learning Framework for Similarity Computation of Vessel Trajectories

    Jun 16, 2026Ruixin Song, Md Mahbub Alam, Zahra Sadeghi +3VesselsTrajectory Prediction

  34. A Survey on Data-Driven Models for Soil Moisture Regression and Classification

    Jun 16, 2026Ilektra Tsimpidi, George Georgoulas, Vidya Sumathy +1Soil Moisture EstimationArtificial Intelligence Models

  35. ASTEROID: A Spatiotemporal Information Transformer for Forecasting Multi-Step Time Series of Molecular Dynamics

    Jun 16, 2026Kexin Wu, Luonan Chen, Renxiao WangMolecular DynamicsSpatio-Temporal Forecasting

  36. Spatio-Temporal Fusion Model for Standard View Classification of Echocardiographic Videos

    Jun 16, 2026Bo Gou, Jicheng Zhang, Jianlong Xiong +9EchocardiographySpatiotemporal Representations

  37. HawkesNest: A Multi-Axis Synthetic Benchmark for Spatiotemporal Pattern Complexity

    Jun 15, 2026Yahya Aalaila, Sumantrak Mukherjee, Gerrit Großmann +1Determinantal Point ProcessSpatiotemporal

  38. When the Past Matters: FlashBack Memory for Precipitation Nowcasting

    Jun 15, 2026Yuhao Du, Boxiao Huang, Chengrong Wu +1PrecipitationSpatiotemporal Representations

  39. A Spatio-Temporal Expert Prefetching Framework for Efficient MoE-based LLM Inference

    Jun 13, 2026Yingnan Zhao, Razvan Bunescu, Ahmed Louri +2Mixture-Of-Expert InferenceLLM Inference Efficiency

  40. DYNA-PRUNER: Input-Adaptive Data-Model Co-Pruning for Efficient and Scalable Spatio-Temporal Media Prediction

    Jun 13, 2026Fuyan Zhang, Yuqi Li, Qing Xu +2Spatiotemporal PredictionHeterogeneous Pruning Scores

  41. A Comparative Study of Graph Neural Network Layer Selection for Interaction Modelling in Driving Trajectory Prediction

    Jun 12, 2026George Daoud, Mohamed El-DariebyTemporal Graph Neural NetworksTrajectory Prediction

  42. SED:Lightweight Saliency prediction for Event-based data via Distillation

    Jun 12, 2026Romaric Mazna, Jean Martinet, Michele MagnoSaliencyConvolutional

  43. OmniPMNet: Bridging discrete and gridded PM10 forecasts via omni-query neural processes

    Jun 12, 2026Shuangshuang He, Shuo WangAir PollutionSpatio-Temporal Forecasting

  44. Nonlocal Bayesian Modeling of Continuous Spatio-Temporal Dynamics

    Jun 12, 2026Jaeyeong Lee, Heeyoung KimSpatio-Temporal ForecastingSpatiotemporal

  45. HiST: A Hierarchical Sparse Transformer for Cross-Modal Spatial Transcriptomics Modeling

    Jun 12, 2026Weiyi Wu, Xinwen Xu, Xingjian Diao +4Spatial TranscriptomicsSpatio-Temporal Transformers

  46. MP3: Multi-Period Pattern Pre-training for Spatio-Temporal Forecasting

    Jun 11, 2026Lilan Peng, Yandi Liu, Qingren Yao +2Spatio-Temporal ForecastingTemporal Graph Neural Networks

  47. Reliability of Probabilistic Emulation of Physical Systems

    Jun 11, 2026Sam F. Greenbury, Radka Jersakova, Paolo Conti +4Predictive UncertaintyEmulators

  48. SERF: Spatiotemporal Environment and Robot Feature Map for Long-Horizon Mobile Manipulation

    Jun 11, 2026Sunghwan Kim, Byeonghyun Pak, Kehan Long +2Long-Horizon PlanningRobotic Perception

  49. Illumination-Robust Camera-Based Heart-Rate Estimation for Physiological Sensing in Robots

    Jun 10, 2026Zhi Wei Xu, Torbjörn E. M. NordlingRemote PhotoplethysmographyHeart Rate

  50. Bridging the Morphology Gap: Adapting VLA Models to Dexterous Manipulation via Intent-Conditioned Fine-Tuning

    Jun 10, 2026Chuanke Pang, Junyi Huang, Zhijun Zhao +3Generalizable Robotic ManipulationsVision-Language-Action Models

  51. Transformer Based Model for Spatiotemporal Feature Learning in EEG Emotion Recognition

    Jun 9, 2026Xinglong Cui, Dian GuTransformer AttentionSpatiotemporal

  52. One Step Closer to Ground Truth: A Multi-Scale Residual-Aware Representation Learning Pipeline for Predicting Time Series Data

    Jun 9, 2026Amrijit Biswas, Mustafa Kamal, Robin Krambroeckers +4Spatio-Temporal TransformersTime Series

  53. MoE Enhanced Federated Learning for Spatiotemporal Prediction

    Jun 9, 2026Zhehao Dai, Xiao Han, Zhaolin Deng +4Spatiotemporal PredictionTraffic

  54. Efficient RWKV-based Representation Learning for 3D Point Clouds

    Jun 9, 2026Yun Liu, Xuefeng Yan, Liangliang Nan +5Geometry-Aware Foundation ModelRepresentation Learning

  55. From Coarse to Fine: Managing Temporal Granularity in Spatio-Temporal Data for Fine-Grained Traffic Prediction

    Jun 8, 2026Shuhao Li, Weidong Yang, Yue Cui +4Accurate Traffic ForecastingSpatiotemporal

  56. A Universal Dense Football Event Representation Based on TabTransformer

    Jun 8, 2026Weiran Yang, Daniel Memmert, Maximilian Klemp-WeinsSpatio-Temporal TransformersNeural Architectures

  57. SOMA: From Surface Observations to Muscle Anatomy

    Jun 8, 2026Eduardo Alvarado, Emily Kim, Gerrit Nolte +4Parametric Body ModelsBiomechanics

  58. Operator learning for the 2D incompressible Navier-Stokes equations: a conformal prediction approach in the data-scarce regime

    Jun 7, 2026Weinan Wang, Bowen Gang, Hao DengProbabilistic Operator LearningShallow Water Equations

  59. STELLAR: Spatio-Temporal Environmental Learning with Latent Alignment and Refinement for Long-Tailed Species Distribution Modeling

    Jun 7, 2026Shufeng Kong, Tao Yu, Yuanyuan Wei +6Spatiotemporal RepresentationsComplex Networks

  60. KFTD: Koopman-Fourier Time-Differentiable Network for Continuous Ocean Spatiotemporal Forecasting

    Jun 6, 2026Qinghui Chen, Zekai Zhang, Hailong Liu +2Spatio-Temporal ForecastingOcean