Spatiotemporal

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Period ending 2026-09-21

12 new papers

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Period ending 2026-09-14

5 new papers

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Period ending 2026-09-07

5 new papers

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343 papers

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  1. Spatio-temporal modelling of electric vehicle charging demand

    Apr 21, 2026Kaoutar Bouaachra, Yvenn Amara-Ouali, Yannig Goude +1Electric VehiclesElectricity Price Forecasting

  2. URoPE: Universal Relative Position Embedding across Geometric Spaces

    Apr 20, 2026Yichen Xie, Depu Meng, Chensheng Peng +4Rotary Position EmbeddingSpatio-Temporal Transformers

  3. Dual-stream Spatio-Temporal GCN-Transformer Network for 3D Human Pose Estimation

    Apr 20, 2026Jiawen Duan, Jian Xiang, Zhiqiang Li +23D Pose EstimatorSpatio-Temporal Transformers

  4. Infrastructure-Centric World Models: Bridging Temporal Depth and Spatial Breadth for Roadside Perception

    Apr 19, 2026Siyuan Meng, Chengbo AiAutonomous Driving PerceptionWorld Models

  5. FASE : A Fairness-Aware Spatiotemporal Event Graph Framework for Predictive Policing

    Apr 19, 2026Pronob Kumar Barman, Pronoy Kumar Barman, Plaban Kumar Barman +1Fairness InterventionsSpatiotemporal Prediction

  6. GAMMA-Net: Adaptive Long-Horizon Traffic Spatio-Temporal Forecasting Model based on Interleaved Graph Attention and Multi-Axis Mamba

    Apr 18, 2026Dongyi He, Yuanquan Gao, Bin Jiang +1Accurate Traffic ForecastingTemporal Dependence

  7. Global Attention with Linear Complexity for Exascale Generative Data Assimilation in Earth System Prediction

    Apr 17, 2026Xiao Wang, Zezhong Zhang, Isaac Lyngaas +10Data AssimilationExtrapolation

  8. CollideNet: Hierarchical Multi-scale Video Representation Learning with Disentanglement for Time-To-Collision Forecasting

    Apr 17, 2026Nishq Poorav Desai, Ali Etemad, Michael GreenspanSpatio-Temporal TransformersFuture Video Prediction

  9. Unveiling Stochasticity: Universal Multi-modal Probabilistic Modeling for Traffic Forecasting

    Apr 17, 2026Weijiang Xiong, Robert Fonod, Nikolas GeroliminisAccurate Traffic ForecastingTraffic

  10. Evaluating Temporal and Structural Anomaly Detection Paradigms for DDoS Traffic

    Apr 17, 2026Yasmin Souza Lima, Rodrigo Moreira, Larissa F. Rodrigues Moreira +2Denial-Of-Service AttacksTemporal Dependence

  11. Planar Gaussian Splatting with Bilinear Spatial Transformer for Wireless Radiance Field Reconstruction

    Apr 17, 2026Jinghan Zhang, Xitao Gong, Qi Wang +2Wireless Radiance FieldSpectral Reconstruction

  12. Reversible Residual Normalization Alleviates Spatio-Temporal Distribution Shift

    Apr 17, 2026Zhaobo Hu, Vincent Gauthier, Mehdi NaimaTemporal Graph Neural NetworksSpatio-Temporal Forecasting

  13. Modern Structure-Aware Simplicial Spatiotemporal Neural Network

    Apr 17, 2026Zhaobo Hu, Vincent Gauthier, Mehdi NaimaTemporal Graph Neural NetworksSpatiotemporal

  14. LP2^{2}DH: A Locality-Preserving Pixel-Difference Hashing Framework for Dynamic Texture Recognition

    Apr 17, 2026Ruxin Ding, Jianfeng Ren, Heng Yu +2Rotation-Invariant DescriptorsLocality-Sensitive Hashing

  15. G-PARC: Graph-Physics Aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics on Unstructured Meshes

    Apr 16, 2026Jack T. Beerman, Tyler J. Abele, Mehdi Taghizadeh +6SpatiotemporalFundamental Hydrological Principles

  16. DVFace: Spatio-Temporal Dual-Prior Diffusion for Video Face Restoration

    Apr 16, 2026Zheng Chen, Bowen Chai, Rongjun Gao +7Photorealistic Video RestorationBlind Face Restoration

  17. Fun-TSG: A Function-Driven Multivariate Time Series Generator with Variable-Level Anomaly Labeling

    Apr 14, 2026Pierre Lotte, André Péninou, Olivier TesteTime-Series Anomaly DetectionSynthetic Time Series

  18. GTASA: Ground Truth Annotations for Spatiotemporal Analysis, Evaluation and Training of Video Models

    Apr 12, 2026Nicolae Cudlenco, Mihai Masala, Marius LeordeanuVideo Temporal GroundingVideo Dataset

  19. An Approach to Enriching Surgical Video Datasets for Fine-Grained Spatial-Temporal Understanding of Vision-Language Models

    Apr 1, 2026Lennart Maack, Alexander SchlaeferSurgical VideosFine-Grained Spatio-Temporal Information

  20. Towards Generalizable Robotic Manipulation in Dynamic Environments

    Mar 16, 2026Heng Fang, Shangru Li, Shuhan Wang +3Generalizable Robotic ManipulationsPretrained Vision-Language-Action

  21. Spatio-temporal probabilistic forecast using MMAF-guided learning

    Mar 16, 2026Leonardo Bardi, Imma Valentina Curato, Lorenzo ProiettiSpatio-Temporal ForecastingBayesian

  22. KGS-GCN: Kinematics-Driven Gaussian Splatting and Probabilistic Topology for Skeleton-Based Action Recognition

    Mar 16, 2026Yuhan Chen, Yicui Shi, Guofa Li +4Skeleton-Based Action RecognitionPose-Guided Kinematic Reasoning

  23. Deep Generative Spatiotemporal Engression for Probabilistic Forecasting of Epidemics

    Mar 7, 2026Rajdeep Pathak, Tanujit ChakrabortyEpidemic ForecastingSpatio-Temporal Forecasting

  24. UniMamba: A Unified Spatial-Temporal Modeling Framework with State-Space and Attention Integration

    Mar 6, 2026Xingsheng Chen, Xianpei Mu, Deyu Yi +6Multivariate Time Series ForecastingTime Series

  25. StemVLA:An Open-Source Vision-Language-Action Model with Future 3D Spatial Geometry Knowledge and 4D Historical Representation

    Feb 27, 2026Jiasong Xiao, Yutao She, Kai Li +2Pretrained Vision-Language-ActionVision-Language-Action Models

  26. CaST-POI: Candidate-Conditioned Spatiotemporal Modeling for Next POI Recommendation

    Feb 10, 2026Zhenyu Yu, Chunlei Meng, Yangchen Zeng +3RecommendationReranking

  27. How (Not) to Hybridize Neural and Mechanistic Models for Epidemiological Forecasting

    Feb 6, 2026Yiqi Su, Ray Lee, Jiaming Cui +1Epidemic ForecastingSpatio-Temporal Forecasting

  28. Probabilistic NDVI Forecasting from Sparse Satellite Time Series and Weather Covariates

    Feb 4, 2026Irene Iele, Giulia Romoli, Daniele Molino +4Weather ModelsSpatio-Temporal Forecasting

  29. TimeBlind: A Spatio-Temporal Compositionality Benchmark for Video LLMs

    Jan 30, 2026Baiqi Li, Kangyi Zhao, Ce Zhang +3Fine-Grained Spatio-Temporal InformationVisual Reasoning

  30. Spatiotemporal Semantic V2X Framework for Cooperative Collision Prediction

    Jan 23, 2026Murat Arda Onsu, Poonam Lohan, Burak Kantarci +3V2XAccurate Traffic Forecasting

  31. DDSA: Dual-Domain Strategic Attack for Spatial-Temporal Efficiency in Adversarial Robustness Testing

    Jan 18, 2026Jinwei Hu, Shiyuan Meng, Yi Dong +1Robust PerceptionSpatiotemporal

  32. Probing and Leveraging Video Diffusion Transformer Features for Robust Point Tracking

    Dec 23, 2025Soowon Son, Honggyu An, Jisu Nam +7Pre-Trained Video Diffusion ModelsMulti-Object Tracking

  33. Data-driven Sensor Placement for Predictive Applications: A Correlation-Assisted Attribution Framework (CAAF)

    Oct 26, 2025Sze Chai Leung, Di Zhou, H. Jane BaeOptimal Sensor PlacementSpatiotemporal Prediction

  34. Few-Shot Demonstration-Driven Task Coordination and Trajectory Execution for Multi-Robot Systems

    Oct 17, 2025Taehyeon Kim, Vishnunandan L. N. Venkatesh, Byung-Cheol MinMulti-Robot SystemsRobot Trajectories

  35. NeMo-map: Neural Implicit Flow Fields for Spatio-Temporal Motion Mapping

    Oct 16, 2025Yufei Zhu, Shih-Min Yang, Andrey Rudenko +3Spatiotemporal Representations

  36. DMSC: Dynamic Multi-Scale Coordination Framework for Time Series Forecasting

    Aug 3, 2025Haonan Yang, Jianchao Tang, Zhuo Li +1MultiscaleTemporal Dependence

  37. L-GTA: Latent Generative Modeling for Time Series Augmentation

    Jul 31, 2025Luis Roque, Vitor Cerqueira, Carlos Soares +1Synthetic Data AugmentationSynthetic Time Series

  38. Bayesian Invariance Modeling of Multi-Environment Data

    Jun 27, 2025Luhuan Wu, Mingzhang Yin, Yixin Wang +2BayesianPosterior

  39. Efficient Traffic State Prediction With Dynamic Joint Spatio-Temporal Relation Inference

    Apr 10, 2025Zhifeng Hao, Kai Hu, Juncai Zhang +2Accurate Traffic ForecastingSpatiotemporal

  40. Streaming Dense Voxel Representations for 3D Occupancy Prediction

    Mar 28, 2025Seokha Moon, Janghyun Baek, Yujin Jeong +53D Semantic Occupancy PredictionVoxel

  41. Efficient Partitioning Method of Large-Scale Public Safety Spatio-Temporal Data based on Information Loss Constraints

    Jun 22, 2023Jie Gao, Yawen Li, Zhe Xue +1PartitioningSpatiotemporal

  42. Time-Varying Graph Learning with Constraints on Graph Temporal Variation

    Jan 10, 2020Haruki Yokota, Koki Yamada, Yuichi Tanaka +1SpatiotemporalTemporal Dynamics

  43. Using Seismic Statistical Features and VQ-VAE to Improve Spatiotemporal Seismicity Predictability

    Date pendingWei Quan, Denise GorseFull Waveform InversionOrogenic Au