{"total":149,"rows":[{"id":"2206.05099","title":"SimVP: Simpler yet Better Video Prediction","created":"2022-06-09","cited_by_count":184,"area":null},{"id":"2207.05833","title":"Earthformer: Exploring Space-Time Transformers for Earth System Forecasting","created":"2022-07-12","cited_by_count":152,"area":null},{"id":"2206.12126","title":"Temporal Attention Unit: Towards Efficient Spatiotemporal Predictive Learning","created":"2022-06-24","cited_by_count":86,"area":null},{"id":"2306.11249","title":"OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning","created":"2023-06-20","cited_by_count":54,"area":null},{"id":"2305.11421","title":"PastNet: Introducing Physical Inductive Biases for Spatio-temporal Video Prediction","created":"2023-05-19","cited_by_count":44,"area":null},{"id":"2312.03014","title":"Foundation Models for Weather and Climate Data Understanding: A Comprehensive Survey","created":"2023-12-05","cited_by_count":34,"area":null},{"id":"2502.00338","title":"OneForecast: A Universal Framework for Global and Regional Weather Forecasting","created":"2025-02-01","cited_by_count":34,"area":null},{"id":"2211.12509","title":"SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive Learning","created":"2022-11-22","cited_by_count":22,"area":null},{"id":"2405.10347","title":"Networking Systems for Video Anomaly Detection: A Tutorial and Survey","created":"2024-05-16","cited_by_count":21,"area":null},{"id":"2302.11850","title":"Object-Centric Video Prediction via Decoupling of Object Dynamics and Interactions","created":"2023-02-23","cited_by_count":19,"area":null},{"id":"2306.05957","title":"DDLP: Unsupervised Object-Centric Video Prediction with Deep Dynamic Latent Particles","created":"2023-06-09","cited_by_count":19,"area":null},{"id":"2308.16154","title":"MMVP: Motion-Matrix-based Video Prediction","created":"2023-08-30","cited_by_count":18,"area":null},{"id":"2312.08403","title":"Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model","created":"2023-12-13","cited_by_count":17,"area":null},{"id":"2303.16198","title":"Multi-modal learning for geospatial vegetation forecasting","created":"2023-03-28","cited_by_count":16,"area":null},{"id":"2410.23159","title":"Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting","created":"2024-10-30","cited_by_count":16,"area":null},{"id":"2501.06907","title":"Deep Learning and Foundation Models for Weather Prediction: A Survey","created":"2025-01-12","cited_by_count":16,"area":null},{"id":"2303.07849","title":"Implicit Stacked Autoregressive Model for Video Prediction","created":"2023-03-14","cited_by_count":14,"area":null},{"id":"2406.04867","title":"Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting","created":"2024-06-07","cited_by_count":14,"area":null},{"id":"2203.09303","title":"MSPred: Video Prediction at Multiple Spatio-Temporal Scales with Hierarchical Recurrent Networks","created":"2022-03-17","cited_by_count":13,"area":null},{"id":"2207.06763","title":"Neighbor Correspondence Matching for Flow-based Video Frame Synthesis","created":"2022-07-14","cited_by_count":12,"area":null},{"id":"2304.14131","title":"TempEE: Temporal-Spatial Parallel Transformer for Radar Echo Extrapolation Beyond Auto-Regression","created":"2023-04-27","cited_by_count":12,"area":null},{"id":"2210.02075","title":"On the Learning Mechanisms in Physical Reasoning","created":"2022-10-05","cited_by_count":11,"area":null},{"id":"2310.05227","title":"Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology","created":"2023-10-08","cited_by_count":11,"area":null},{"id":"2205.03212","title":"Predicting Future Occupancy Grids in Dynamic Environment with Spatio-Temporal Learning","created":"2022-05-06","cited_by_count":7,"area":null},{"id":"2310.18698","title":"Triplet Attention Transformer for Spatiotemporal Predictive Learning","created":"2023-10-28","cited_by_count":7,"area":null},{"id":"2210.08877","title":"Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting","created":"2022-10-17","cited_by_count":6,"area":null},{"id":"2211.16824","title":"WeatherFusionNet: Predicting Precipitation from Satellite Data","created":"2022-11-30","cited_by_count":6,"area":null},{"id":"2407.08418","title":"PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines","created":"2024-07-11","cited_by_count":6,"area":null},{"id":"2410.04733","title":"Video Prediction Transformers without Recurrence or Convolution","created":"2024-10-07","cited_by_count":6,"area":null},{"id":"2412.11480","title":"Data-driven Precipitation Nowcasting Using Satellite Imagery","created":"2024-12-16","cited_by_count":6,"area":null},{"id":"2107.05122","title":"Interpretable Deep Feature Propagation for Early Action Recognition","created":"2021-07-11","cited_by_count":5,"area":null},{"id":"2206.03010","title":"MS-RNN: A Flexible Multi-Scale Framework for Spatiotemporal Predictive Learning","created":"2022-06-07","cited_by_count":5,"area":null},{"id":"2211.00829","title":"Exploiting Spatial-temporal Correlations for Video Anomaly Detection","created":"2022-11-02","cited_by_count":5,"area":null},{"id":"2211.07454","title":"LGN-Net: Local-Global Normality Network for Video Anomaly Detection","created":"2022-11-14","cited_by_count":5,"area":null},{"id":"2307.06701","title":"S-HR-VQVAE: Sequential Hierarchical Residual Learning Vector Quantized Variational Autoencoder for Video Prediction","created":"2023-07-13","cited_by_count":5,"area":null},{"id":"2312.14394","title":"AdapTraj: A Multi-Source Domain Generalization Framework for Multi-Agent Trajectory Prediction","created":"2023-12-22","cited_by_count":5,"area":null},{"id":"2403.13850","title":"Spatio-Temporal Fluid Dynamics Modeling via Physical-Awareness and Parameter Diffusion Guidance","created":"2024-03-18","cited_by_count":5,"area":null},{"id":"2502.14895","title":"High-Dynamic Radar Sequence Prediction for Weather Nowcasting Using Spatiotemporal Coherent Gaussian Representation","created":"2025-02-17","cited_by_count":5,"area":null},{"id":"2110.03882","title":"ModeRNN: Harnessing Spatiotemporal Mode Collapse in Unsupervised Predictive Learning","created":"2021-10-08","cited_by_count":4,"area":null},{"id":"2210.01249","title":"LOPR: Latent Occupancy PRediction using Generative Models","created":"2022-10-03","cited_by_count":4,"area":null},{"id":"2304.07724","title":"MS-LSTM: Exploring Spatiotemporal Multiscale Representations in Video Prediction Domain","created":"2023-04-16","cited_by_count":4,"area":null},{"id":"2401.08147","title":"Machine Learning on Dynamic Graphs: A Survey on Applications","created":"2024-01-16","cited_by_count":4,"area":null},{"id":"2502.18925","title":"BeamVQ: Beam Search with Vector Quantization to Mitigate Data Scarcity in Physical Spatiotemporal Forecasting","created":"2025-02-26","cited_by_count":4,"area":null},{"id":"2301.04454","title":"Allo-centric Occupancy Grid Prediction for Urban Traffic Scene Using Video Prediction Networks","created":"2023-01-11","cited_by_count":3,"area":null},{"id":"2308.04303","title":"Vehicle Motion Forecasting using Prior Information and Semantic-assisted Occupancy Grid Maps","created":"2023-08-08","cited_by_count":3,"area":null},{"id":"2312.03406","title":"Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach","created":"2023-12-06","cited_by_count":3,"area":null},{"id":"2404.18423","title":"OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics","created":"2024-04-29","cited_by_count":3,"area":null},{"id":"2405.17051","title":"BeamVQ: Aligning Space-Time Forecasting Model via Self-training on Physics-aware Metrics","created":"2024-05-27","cited_by_count":3,"area":null},{"id":"2410.21329","title":"CloudCast -- Total Cloud Cover Nowcasting with Machine Learning","created":"2024-10-27","cited_by_count":3,"area":null},{"id":"2503.20748","title":"UniSTD: Towards Unified Spatio-Temporal Learning across Diverse Disciplines","created":"2025-03-26","cited_by_count":3,"area":null},{"id":"2504.06070","title":"PINP: Physics-Informed Neural Predictor with latent estimation of fluid flows","created":"2025-04-08","cited_by_count":3,"area":null},{"id":"2505.14555","title":"Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting","created":"2025-05-20","cited_by_count":3,"area":null},{"id":"2110.12978","title":"MoDeRNN: Towards Fine-grained Motion Details for Spatiotemporal Predictive Learning","created":"2021-10-25","cited_by_count":2,"area":null},{"id":"2212.11642","title":"Predictive Coding Based Multiscale Network with Encoder-Decoder LSTM for Video Prediction","created":"2022-12-22","cited_by_count":2,"area":null},{"id":"2304.07099","title":"Prior based Sampling for Adaptive LiDAR","created":"2023-04-14","cited_by_count":2,"area":null},{"id":"2305.00723","title":"Predictions Based on Pixel Data: Insights from PDEs and Finite Differences","created":"2023-05-01","cited_by_count":2,"area":null},{"id":"2403.18238","title":"TAFormer: A Unified Target-Aware Transformer for Video and Motion Joint Prediction in Aerial Scenes","created":"2024-03-27","cited_by_count":2,"area":null},{"id":"2406.04678","title":"ACE Metric: Advection and Convection Evaluation for Accurate Weather Forecasting","created":"2024-06-07","cited_by_count":2,"area":null},{"id":"2407.15675","title":"Flow-guided Motion Prediction with Semantics and Dynamic Occupancy Grid Maps","created":"2024-07-22","cited_by_count":2,"area":null},{"id":"2411.10921","title":"Distributed solar generation forecasting using attention-based deep neural networks for cloud movement prediction","created":"2024-11-17","cited_by_count":2,"area":null},{"id":"2411.17438","title":"Object-centric proto-symbolic behavioural reasoning from pixels","created":"2024-11-26","cited_by_count":2,"area":null},{"id":"2412.01973","title":"MPBD-LSTM: A Predictive Model for Colorectal Liver Metastases Using Time Series Multi-phase Contrast-Enhanced CT Scans","created":"2024-12-02","cited_by_count":2,"area":null},{"id":"2412.09849","title":"Deep Learning for Spectrum Prediction in Cognitive Radio Networks: State-of-the-Art, New Opportunities, and Challenges","created":"2024-12-13","cited_by_count":2,"area":null},{"id":"2412.14048","title":"Evidential Deep Learning for Probabilistic Modelling of Extreme Storm Events","created":"2024-12-18","cited_by_count":2,"area":null},{"id":"2505.10271","title":"RainPro-8: An Efficient Deep Learning Model to Estimate Rainfall Probabilities Over 8 Hours","created":"2025-05-15","cited_by_count":2,"area":null},{"id":"2510.07953","title":"SimCast: Enhancing Precipitation Nowcasting with Short-to-Long Term Knowledge Distillation","created":"2025-10-09","cited_by_count":2,"area":null},{"id":"2605.08935","title":"PnP-Corrector: A Universal Correction Framework for Coupled Spatiotemporal Forecasting","created":"2026-05-09","cited_by_count":2,"area":null},{"id":"2109.06474","title":"Space Time Recurrent Memory Network","created":"2021-09-14","cited_by_count":1,"area":null},{"id":"2112.01085","title":"PTCT: Patches with 3D-Temporal Convolutional Transformer Network for Precipitation Nowcasting","created":"2021-12-02","cited_by_count":1,"area":null},{"id":"2209.13808","title":"Streaming Video Temporal Action Segmentation In Real Time","created":"2022-09-28","cited_by_count":1,"area":null},{"id":"2303.09807","title":"TKN: Transformer-based Keypoint Prediction Network For Real-time Video Prediction","created":"2023-03-17","cited_by_count":1,"area":null},{"id":"2306.10346","title":"Fast Fourier Inception Networks for Occluded Video Prediction","created":"2023-06-17","cited_by_count":1,"area":null},{"id":"2306.10443","title":"Convolutional GRU Network for Seasonal Prediction of the El Ni\\~no-Southern Oscillation","created":"2023-06-18","cited_by_count":1,"area":null},{"id":"2307.10843","title":"Global Precipitation Nowcasting of Integrated Multi-satellitE Retrievals for GPM: A U-Net Convolutional LSTM Architecture","created":"2023-07-20","cited_by_count":1,"area":null},{"id":"2309.15683","title":"End-to-End Streaming Video Temporal Action Segmentation with Reinforce Learning","created":"2023-09-27","cited_by_count":1,"area":null},{"id":"2310.05829","title":"USTEP: Spatio-Temporal Predictive Learning under A Unified View","created":"2023-10-09","cited_by_count":1,"area":null},{"id":"2402.18044","title":"SFTformer: A Spatial-Frequency-Temporal Correlation-Decoupling Transformer for Radar Echo Extrapolation","created":"2024-02-28","cited_by_count":1,"area":null},{"id":"2403.10079","title":"Learning Physical Dynamics for Object-centric Visual Prediction","created":"2024-03-15","cited_by_count":1,"area":null},{"id":"2404.10512","title":"Four-hour thunderstorm nowcasting using a deep diffusion model of satellite data","created":"2024-04-16","cited_by_count":1,"area":null},{"id":"2406.02582","title":"Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning","created":"2024-05-30","cited_by_count":1,"area":null},{"id":"2407.08047","title":"Spatial-Temporal Attention Model for Traffic State Estimation with Sparse Internet of Vehicles","created":"2024-07-10","cited_by_count":1,"area":null},{"id":"2407.19187","title":"Efficiently improving key weather variables forecasting by performing the guided iterative prediction in latent space","created":"2024-07-27","cited_by_count":1,"area":null},{"id":"2407.21450","title":"Forecasting Future Videos from Novel Views via Disentangled 3D Scene Representation","created":"2024-07-31","cited_by_count":1,"area":null},{"id":"2409.09978","title":"Context-Conditioned Spatio-Temporal Predictive Learning for Reliable V2V Channel Prediction","created":"2024-09-16","cited_by_count":1,"area":null},{"id":"2409.20117","title":"Masked Autoregressive Model for Weather Forecasting","created":"2024-09-30","cited_by_count":1,"area":null},{"id":"2411.10198","title":"STLight: a Fully Convolutional Approach for Efficient Predictive Learning by Spatio-Temporal joint Processing","created":"2024-11-15","cited_by_count":1,"area":null},{"id":"2502.08987","title":"Neural Force Field: Few-shot Learning of Generalized Physical Reasoning","created":"2025-02-13","cited_by_count":1,"area":null},{"id":"2502.11655","title":"TextOCVP: Object-Centric Video Prediction with Language Guidance","created":"2025-02-17","cited_by_count":1,"area":null},{"id":"2503.12168","title":"Learning Extremely High Density Crowds as Active Matters","created":"2025-03-15","cited_by_count":1,"area":null},{"id":"2510.15978","title":"DAWP: A framework for global observation forecasting via Data Assimilation and Weather Prediction in satellite observation space","created":"2025-10-13","cited_by_count":1,"area":null},{"id":"2510.24049","title":"Learning from History: A Retrieval-Augmented Framework for Spatiotemporal Prediction","created":"2025-10-28","cited_by_count":1,"area":null},{"id":"2511.05471","title":"Precipitation nowcasting of satellite data using physically-aligned neural networks","created":"2025-11-07","cited_by_count":1,"area":null},{"id":"2511.11197","title":"Computationally-efficient deep learning models for nowcasting of precipitation: A solution for the Weather4cast 2025 challenge","created":"2025-11-14","cited_by_count":1,"area":null},{"id":"2511.13178","title":"Real-time distortion prediction in metallic additive manufacturing via a physics-informed neural operator approach","created":"2025-11-17","cited_by_count":1,"area":null},{"id":"2511.21114","title":"Deformation-aware Temporal Generation for Early Prediction of Alzheimers Disease","created":"2025-11-26","cited_by_count":1,"area":null},{"id":"2602.20677","title":"UrbanFM: Scaling Urban Spatio-Temporal Foundation Models","created":"2026-02-24","cited_by_count":1,"area":null},{"id":"2603.25901","title":"Decoding Defensive Coverage Responsibilities in American Football Using Factorized Attention Based Transformer Models","created":"2026-03-26","cited_by_count":1,"area":null},{"id":"2605.10046","title":"PixelFlowCast: Latent-Free Precipitation Nowcasting via Pixel Mean Flows","created":"2026-05-11","cited_by_count":1,"area":null},{"id":"2608.09493","title":"GeoRoute: Geometry-Aware Hybrid Inference for Traffic Future-Frame Prediction","created":"2026-08-10","cited_by_count":1,"area":null},{"id":"2108.10613","title":"Outdoor Position Recovery from HeterogeneousTelco Cellular Data","created":"2021-08-24","cited_by_count":0,"area":null}],"next_cursor":"100"}