Spatiotemporal

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Spatio-Temporal TransformersSpatiotemporal RepresentationsSpatio-Temporal ForecastingTemporal DependenceSpatiotemporal Prediction

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Period ending 2026-09-21

5 new papers

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Period ending 2026-09-14

2 new papers

A weekly snapshot of new work published in Spatiotemporal.

121 papers

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  1. Training Neural Networks to Approach the Optimum Bayes Estimator in Dense Multi-Emitter Localization

    Sep 17, 2026Yi Sun, Mona Sharifi, Muzna YummanBayesian Neural NetworksExpectation-Maximization

  2. Needles in a Raystack: Ultra-Sparse LiDAR Occupancy Detection for Bat Tracks

    Sep 17, 2026Nico Klar, Pankaj Rana, Nizam Gifary +2Light Detection And Ranging3D Semantic Occupancy Prediction

  3. Dynamic-LIVO: A Dynamic-Aware LiDAR-Inertial-Visual Odometry System Using Spatio-Temporal Normals

    Sep 16, 2026Zhixin Zhang, Samuel Ahiwe, Matthew Hale +2Robust Lidar-Inertial OdometryLight Detection And Ranging

  4. A Spatiotemporal Extension of the Neuromorphic DBSCAN Implementation

    Sep 15, 2026Charles P. Rizzo, James S. PlankNeuromorphic HardwareSpatiotemporal

  5. Sylvas: Synergistic Learning Value based Device Scheduling in Federated Continual Learning

    Sep 14, 2026Yuxuan Sun, Yuxuan Bai, Tan Chen +2Efficient Continual LearningHeterogeneous Edge Devices

  6. VFNet: Multi-View Spatio-Temporal Model for Void Fraction Estimation in Gas-Liquid Two-Phase Flow

    Sep 9, 2026Md Adnan Faisal Hossain, Raghav Rajeev, Kumar Nishant +3Spatiotemporal

  7. Beyond BLEU: A Case for Redefining Sign Language Translation Benchmarks

    Sep 3, 2026Oline Ranum, Edward Fish, Simon Hadfield +1Sign Language RecognitionMultilingual Benchmark

  8. Making Every Step Count: Spatio-Temporal Information Allocation for Imaging Inverse Problems

    Aug 12, 2026Yi Cao, Xiangyong Cao, Pei Liu +2Ill-Posed Inverse ProblemMotion Blur

  9. DEFT: Data-Efficient Frequency-domain Top-k Sampling via Inverse Discrete Fourier Transform for Spatiotemporal Dynamical Systems Modeling

    Aug 11, 2026Hengbo Xiao, Jiale Liu, Jiahao Song +1Frequency DomainFourier

  10. Cross-View Sequential Visual Localization with Spatio-Temporal Context Modeling for Autonomous Driving

    Aug 11, 2026Jiaping Wang, Shaobo Li, Zhen WangSequential Visual LocalizationAutonomous Driving Perception

  11. FreCast: Refining Radar Echo Intensity via Phase-Preserving Amplitude Residual Diffusion for Precipitation Nowcasting

    Aug 9, 2026Heping Fang, Zihuai Yin, Kaicheng Mao +2PrecipitationRadar

  12. MPPI Planning with Gaussian-Based Human Cost Function for Social Navigation

    Aug 8, 2026Chinmay MundanePedestrian Trajectory PredictionSocial Robot Navigation

  13. LiteMVS: Efficient Multi-View Stereo with Foundation Distillation and Expert Aggregation

    Aug 4, 2026Tianbao Zhang, Zeyu Liu, Shuyu Wu +4Monocular Depth EstimationRepresentation Learning

  14. GSTEP: Global Spatio-Temporal Density-Driven Visual Token Pruning for Efficient Video Large Language Models

    Aug 4, 2026Mengjie Zhang, Qihui Zhu, Tao Zhang +10Visual Token PruningVideo-Language Models

  15. SPIRIT: Spatio-temporal Pairwise Relational Modeling of Instrument-Tissue Interactions for Surgical Action Triplet Recognition

    Aug 3, 2026Saurav Sharma, Lorenzo Arboit, Nabani Banik +11RdfSpatiotemporal

  16. RSVideo: Are Your Vision-Language Models Ready for Remote Sensing Videos?

    Aug 3, 2026Hongjie Zhou, Shiqin Wang, Haoyang Chen +5Remote SensingLarge Vision Language Models

  17. LieStoNet: Learning Lie Symmetries from Spatiotemporal Data for Stochastic Dynamical Systems

    Aug 3, 2026Shida Liu, Abhishek Gupta, Sumit Sinha +1Stochastic DynamicsSymmetry

  18. AdaAnchor4D: Anchor-Conditioned Spatiotemporal Feature Aggregation for Monocular UAV 4D Reconstruction

    Jul 30, 2026Peiyi Xu, Junpeng Zhang, Guanbin Li +64D ReconstructionDynamic Scene Reconstruction

  19. Think with Extra-Image: A Farmland Segmentation Agent Driven by Spatio-Temporal Information Gain

    Jul 30, 2026Haiyang Wu, Weiliang Mu, Zhuofei Du +4Remote Sensing Image SegmentationAgricultural Landscapes

  20. VideoCoCo: Code-as-CoT for Physically-Consistent Video Generation via an Agentic Dual-Engine System

    Jul 29, 2026Haodong Li, Tianfei Ren, Xiaoxiao Ma +25High-Fidelity Video GenerationVideo Dataset

  21. Neural Architecture Search for Traffic Prediction: A Survey of Methods, Challenges, and Future Directions

    Jul 29, 2026Truong Giang Vu, Li Yang, Richard W. PazziAccurate Traffic ForecastingNeural Architecture Search

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

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

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

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

  24. Commitment To Cooperation With Self-Negotiated Contracts

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

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

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

  26. STeMP: Spatio-Temporal Modelling Protocol

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

  27. 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

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

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

  29. 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

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

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

  31. 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

  32. 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

  33. 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

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

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

  35. 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

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

    Jul 7, 2026Piotr S. MaciągSpatiotemporalData Mining

  37. 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

  38. 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

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

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

  40. 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

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

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

  42. 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

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

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

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

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

  45. FDN: Interpretable Spatiotemporal Forecasting with Future Decomposition Networks

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

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

    Jun 22, 2026Davide Guastella, Gianluca BontempiTrafficSpatiotemporal

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

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

  48. Trajectory Learning with Graph Representations for Social Robot Navigation

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

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

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

  50. 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

  51. 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

  52. 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

  53. 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

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

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

  55. 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

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

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

  57. Nonlocal Bayesian Modeling of Continuous Spatio-Temporal Dynamics

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

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

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

  59. Reliability of Probabilistic Emulation of Physical Systems

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

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

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