Spatiotemporal

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Period ending 2026-09-21

12 new papers

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Period ending 2026-09-14

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Period ending 2026-09-07

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  1. Schrödinger's Cat: Probabilistic Representation and Prediction of Potential Scene Kinematics

    Jul 28, 2026Timy Phan, Jannik Wiese, Björn OmmerHuman Motion PredictionKinematics

  2. GeoID-PINN: Identifiability-Aware Regional Epidemic Inference with Geographic Coupling

    Jul 28, 2026Weixiong Hua, Fan BuEpidemic ForecastingTemporal Dependence

  3. Hybrid Artificial Potential Fields and Spatio-Temporal Transformers for Real-Time AUV Path Planning

    Jul 27, 2026Khadija Rais, Abdelmadjid Benmachiche, Imene SoualmiaAutonomous Underwater VehiclesCoverage Path Planning

  4. Spatio-Temporal Conditional Denoising Transformer for Modality-Missing RGBT Tracking

    Jul 27, 2026Andong Lu, Ziyi Zha, Jiandong Jin +4Spatio-Temporal TransformersMissing Modalities

  5. InterOCF: Spatio-Temporal 2D-3D Interaction for Camera-Only 4D Occupancy Forecasting

    Jul 27, 2026Qi Zhang, Xinquan Yu, Kaiyi Zhang +13D Semantic Occupancy PredictionSpatio-Temporal Forecasting

  6. Every Client Is an Environment: Federated De-confounding for Spatio-Temporal Forecasting

    Jul 27, 2026Qingxiang Liu, Anqi Liang, Heng Wang +1Spatio-Temporal ForecastingLatent Confounders

  7. Anticipatory Risk-Guided Reinforcement Learning for Safe Flight Through Dynamic Clutter

    Jul 26, 2026Yuchao Mei, Guohao Zhang, Luxia Ai +2Quadrotor FlightForesight

  8. GTIN: A Unified Framework for Joint Event and Time Prediction in Temporal Graphs

    Jul 26, 2026Mohammad Ostadmohammadi, Sepehr Kazemi, Hamid R. RabieeTemporal GraphsTemporal Dependence

  9. Structure over Depth: A Single-Block Spatio-Temporal Transformer for Multi-Entity Reasoning

    Jul 25, 2026Narthana Sivalingam, Santhirarajah Sivasthigan, Buddhi Wijenayake +3Spatio-Temporal TransformersTemporal Dynamics

  10. Spatial Prediction of Soil Microplastics and Organic Matter Using Graph Attention Networks

    Jul 24, 2026Anik Dev Nath, Md Al Amin, Bikash Kumar PaulSoil Moisture EstimationSoil

  11. Variational Low-rank Tensor Decomposition for Multisubject Spatiotemporal Data Analysis

    Jul 24, 2026Laura M. Montaldo, Ricardo A. Borsoi, Sebastian Miron +1SpatiotemporalMatrix Factorization

  12. T-STAR: A Large-Scale Benchmark for Spatio-Temporal Panoptic Scene Graph Generation in Satellite Video

    Jul 23, 2026Linlin Wang, Xue Yang, Zhihuang Zhou +3Satellite DataHierarchical 3D Scene Graphs

  13. Commitment To Cooperation With Self-Negotiated Contracts

    Jul 23, 2026Tim Wyse, Kaitlin Bustos, Yulia Volkova +1CooperationNegotiation

  14. CASC: Causal Adversarial Subspace Clustering for Multivariate Spatiotemporal Data

    Jul 23, 2026Francis Ndikum Nji, Vandana Janeja, Jianwu WangSpatiotemporalExpressivity

  15. From Scalars to Time Series: Rethinking Implicit Neural Representations for Time-Varying Volumetric Data

    Jul 23, 2026Weihan Zhang, Xuan Zhao, Yenwen Peng +2Implicit Neural RepresentationsSpatiotemporal Representations

  16. STeMP: Spatio-Temporal Modelling Protocol

    Jul 22, 2026Jan Linnenbrink, Jakub Nowosad, Marvin Ludwig +4SpatiotemporalProtocol

  17. AI-Driven Surrogate Models for Predicting Electrode-Scale Discharge Behavior in Lithium-Ion Batteries

    Jul 22, 2026Mengda Xing, Jean-Marie Lagniez, Alejandro FrancoLithium-Ion BatteriesAccurate Surrogate Models

  18. Efficient Tracking and Understanding Object Transformations

    Jul 22, 2026Yihong Sun, Bharath HariharanMulti-Object TrackingSpatio-Temporal Transformers

  19. IGGT4D: Streaming 4D Instance-Grounded Geometry Transformer

    Jul 21, 2026Zhengyu Zou, Hao Li, Kuixuan Jiao +74D ReconstructionFeed-Forward Visual Geometry Estimation

  20. STL-GCS: A Planner-Controller Framework for Signal Temporal Logic via Graphs of Time-varying Convex Sets

    Jul 21, 2026Nicola De Carli, Gregorio Marchesini, Dimos V. DimarogonasSignal Temporal LogicPlanning Methods

  21. MambaLSTM: A Spatio-Temporal Framework for Enhanced Traffic Accident Risk Prediction

    Jul 20, 2026Zhen Yu, Yachao Yuan, Zixiang Peng +2Accurate Traffic ForecastingAccidents

  22. EA-RMENet -- Path Loss Prediction in Urban Environments using Deep Learning

    Jul 17, 2026Jonathan O'Shea, Conor BrennanEfficientnet EncoderDeep Learning

  23. Spatio-Temporal Prediction of Unsteady Airfoil Aerodynamics Using Augmented Graph Neural Ordinary Differential Equations with Exogenous Controls

    Jul 17, 2026Henrik Lange, Reik Thormann, Philipp BekemeyerAerodynamicsComputational Fluid Dynamic

  24. Examining the Associations between Visual and Non-Visual Elements and Cyclists' Route Choices for Various Trip Purposes

    Jul 17, 2026Heyang Hua, Koichi Ito, Filip BiljeckiBivariate Bicycle CodesUrban Environments

  25. VideoChat3: Fully Open Video MLLM for Efficient and Generalist Video Understanding

    Jul 16, 2026Xinhao Li, Yuhan Zhu, Xiangyu Zeng +24Video UnderstandingVideo Multimodal Large Language Models

  26. Still image and spatial-temporal tomato data enabling detection, segmentation, tracking, and video-instance segmentation using strong and weak labels

    Jul 16, 2026Michael Halstead, Esra Guclu, Mohamed Farag +7FruitVideo Dataset

  27. VGIF-Score: Interpretable and Diagnostic Evaluation of Spatio-Temporal Instruction Following in Video Generation

    Jul 15, 2026Songyu Xu, Xin Wang, Qiang Chen +6InstructionTemporal Dependence

  28. Robustness of Deep Learning Models for PV Power Forecasting under NWP Forecast Errors: A Spatiotemporal and Physically Interpretable Analysis

    Jul 14, 2026Dandan Chen, Yan Zhao, Xuepeng ChenEnergy ForecastingNumerical Weather Prediction

  29. STKAN: Kolmogorov-Arnold Networks for Spatio-Temporal Forecasting

    Jul 14, 2026Sicong Lai, Yuehong Hu, Siru Zhong +3Spatio-Temporal ForecastingKolmogorov-Arnold Networks

  30. TSSM: Triaxial State Space Model for Global Station Weather Forecasting with Temporal-Variable-Historical Modeling

    Jul 14, 2026Songru Yang, Zili Liu, Tao Han +7Spatio-Temporal ForecastingState Space Models

  31. Implicit 4D Gaussian Splatting for Fast Motion with Large Inter-Frame Displacements

    Jul 14, 2026Seung-gyeom Kim, Areum Kim, Yongjae Yoo +13D Gaussian SplattingSpatiotemporal Representations

  32. HPC-Enabled Video-based Coastal Wave Parameter Estimation Using V-JEPA and Deep Spatiotemporal Learning

    Jul 13, 2026Abubakar Hamisu Kamagata, Dharm Singh Jat, Attlee Munyaradzi Gamundani +3Discrete Wavelet TransformOcean

  33. Reference-Based Face Super-Resolution Using the Spatial Transformer

    Jul 13, 2026Varun Ramesh Jois, Antonella DiLillo, James StorerPopular Deformable ConvolutionsHigh-Resolution

  34. Align and Segment: Unsupervised Learning for Building Segmentation From Misaligned Labels

    Jul 12, 2026Venkanna Babu Guthula, Oswin Krause, Dimitri Gominski +5Video-Text AlignmentUnsupervised

  35. TSCoNet: A Two-Stage Copula CNN-LSTM for Uncertainty-Aware Spatio-Temporal Forecasting

    Jul 11, 2026Jongwook Kim, Jong-Min KimSpatio-Temporal ForecastingPredictive Uncertainty

  36. A Unified Model for Highly Accurate ECG-Free Dynamic Coronary Roadmapping Using Spatio-Temporal Transformers

    Jul 9, 2026Saahil Islam, Sebastian Piat, Venkatesh N. Murthy +4Catheter Tip TrackingSpatio-Temporal Transformers

  37. WaspMOT: A Benchmark for Long-Term Multi-Object Tracking of Trichogramma Wasps

    Jul 9, 2026Tomasz Stanczyk, Yuan Gao, Hardik Agarwal +4Multi-Object TrackingBees

  38. RhyMix: A Lightweight Adaptive Multi-Rhythm Network for Long-Term Time Series Forecasting

    Jul 9, 2026Sumit Satishrao Shevtekar, Chandresh Kumar MauryaLong-Horizon ForecastingTime Series

  39. Social-spatial dependencies for learning visual navigation

    Jul 8, 2026Patrick Govoni, Pawel RomanczukSocial DynamicsNavigation

  40. EvoPlan: Evolutionary Neuro-Symbolic Robot Planning with Spatio-Temporal Guarantees

    Jul 7, 2026Bhavya Sai Nukapotula, Samin Moosavi, Haoze Wang +4Classical PlanningRobot Planning

  41. A study of holes: Topological analysis reveals crowd dynamics regimes in a bidirectional corridor scenario

    Jul 7, 2026Sabrina Desiree Kern, Gerta KösterPersistent HomologyTopological Data Analysis

  42. Discovering Frequent Closed Embedded Sub-DAGs in Spatio-Temporal Event Data

    Jul 7, 2026Piotr S. MaciągSpatiotemporalData Mining

  43. MV-Forcing: Long Multi-View Video Generation via 4D-Grounded Spatio-Temporal Self-Forcing

    Jul 6, 2026Gal Fiebelman, Hadar Averbuch-Elor, Sagie BenaimFew-Step GenerationFeed-Forward 3D Reconstruction

  44. MeGA-MP: Metric Graph Advection Message Passing -- A Physics-Informed Message Passing Operator for Advection-Dominated Metric Graphs

    Jul 6, 2026Janine Strotherm, Luca Hermes, André Artelt +1Message Passing Neural NetworksAdvection-Reaction-Diffusion

  45. CRISP: A Spatiotemporal Camera-Radar Backbone for Driving via Forecasting-Based World-Model Pretraining

    Jul 5, 2026Jingyu Song, Yi Liu, Katherine A. SkinnerVision-Radar FusionAutonomous Driving

  46. A non-invasive video-based method for individual identification of wildlife using gait dynamics

    Jul 5, 2026Muhammad Aamir, Matthew Wijers, Sangyun Shin +2Animal Re-IdentificationGait Recognition

  47. From General Actions to Domain-Specific Monitoring: Prior-Adaptive Transfer for Skeleton-Based Action Recognition

    Jul 3, 2026Hao Wang, Di Yang, Jiangtao WangSkeleton-Based Action RecognitionAdversarial Motion Priors

  48. Dual-Selective Network for Domain-Incremental Change Detection

    Jul 2, 2026Yuzhi He, Junxi Huang, Haorui Wu +1Change DetectionSpatiotemporal Representations

  49. Spatial-Temporal Expert Learning for Video-based Person Re-identification

    Jul 1, 2026Xiaofei Hui, Pengfei Wang, Evan Ling +4Re-IdentificationSpatiotemporal Representations

  50. Seahorse: A Unified Benchmarking Framework for Spatiotemporal Event Modeling

    Jul 1, 2026Yahya Aalaila, Gerrit Großmann, Sebastian VollmerDeterminantal Point ProcessSpatiotemporal

  51. A Multi-Resolution Finite-Volume Inspired Deep Learning Framework for Spatiotemporal Dynamics Prediction

    Jul 1, 2026Xin-Yang Liu, Xiantao Fan, Jian-Xun WangSpatiotemporal PredictionShallow Water Equations

  52. Device Passport: Enabling Spatio-Temporal Pretrained Models to Generalize Across Input Layouts

    Jun 30, 2026Geeling Chau, Ran Liu, Juri Minxha +5Spatiotemporal RepresentationsCross-Subject

  53. Relational and Sequential Conformal Inference for Energy Time Series over Graphs via Foundation Models

    Jun 30, 2026Keivan Faghih Niresi, Alice Cicirello, Olga FinkTemporal Graph Neural NetworksElectricity Price Forecasting

  54. Temporal Preservation over Processing: Diagnosing and Designing Spatiotemporal Single-Stage Video Detectors

    Jun 30, 2026Karam Tomotaki-Dawoud, Anna Hilsmann, Peter Eisert +1SpatiotemporalPreservation

  55. Learning Gaussian Graphical Models from a Glauber Trajectory Without Mixing

    Jun 30, 2026Eric Shen, Tony Wu, Mahbod Majid +1Conditional IndependenceTemporal Dependence

  56. Doubly Robust Adaptive Conformal Inference for Causal Effects Under Temporal Dependence

    Jun 29, 2026Andreas Koukorinis, Ricardo SilvaCausal InferencesConformal Inference

  57. OWMDrive: Causality-Aware End-to-End Autonomous Driving via 4D Occupancy World Model

    Jun 29, 2026Junjie Cheng, Ruiqi Song, Ye Wu +3Autonomous DrivingTrajectory Prediction

  58. CylindTrack: Depth-Aware Cylindrical Motion Modeling for Panoramic Multi-Object Tracking

    Jun 29, 2026Buyin Deng, Kai Luo, Lingxin Huang +5Multi-Object TrackingPanoramic Images

  59. Building artificial intelligence virtual tissue (AIVT) for tissue state representation, feature prediction, and dynamic simulation

    Jun 29, 2026Qiqi Lu, Qianjin Feng, Shaoqun Zeng +1Tissue ArchitectureMultimodal Artificial Intelligence

  60. RainODE: Continuous-Time Precipitation Forecasting with Latent Neural ODEs

    Jun 29, 2026Yeeun Seong, Doyi Kim, Minseok Seo +1PrecipitationSpatio-Temporal Forecasting