{"total":184,"rows":[{"id":"2402.11838","title":"UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction","created":"2024-02-19","cited_by_count":87,"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":"2209.12643","title":"PiFold: Toward effective and efficient protein inverse folding","created":"2022-09-22","cited_by_count":83,"area":null},{"id":"2312.06734","title":"DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting","created":"2023-12-11","cited_by_count":61,"area":null},{"id":"2211.03295","title":"MogaNet: Multi-order Gated Aggregation Network","created":"2022-11-07","cited_by_count":59,"area":null},{"id":"2402.04290","title":"CasCast: Skillful High-resolution Precipitation Nowcasting via Cascaded Modelling","created":"2024-02-06","cited_by_count":56,"area":null},{"id":"2507.02939","title":"Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting","created":"2025-06-27","cited_by_count":55,"area":"distill"},{"id":"2306.11249","title":"OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning","created":"2023-06-20","cited_by_count":54,"area":null},{"id":"2303.14897","title":"Seer: Language Instructed Video Prediction with Latent Diffusion Models","created":"2023-03-27","cited_by_count":52,"area":"diffusion"},{"id":"2303.05725","title":"CVT-SLR: Contrastive Visual-Textual Transformation for Sign Language Recognition with Variational Alignment","created":"2023-03-10","cited_by_count":45,"area":null},{"id":"2412.11673","title":"DINO-Foresight: Looking into the Future with DINO","created":"2024-12-16","cited_by_count":45,"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":"2404.19664","title":"Towards Generalist Robot Learning from Internet Video: A Survey","created":"2024-04-30","cited_by_count":40,"area":null},{"id":"2403.16536","title":"VMRNN: Integrating Vision Mamba and LSTM for Efficient and Accurate Spatiotemporal Forecasting","created":"2024-03-25","cited_by_count":35,"area":"ssm"},{"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":"2505.20662","title":"AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage","created":"2025-05-27","cited_by_count":32,"area":null},{"id":"2403.05949","title":"General surgery vision transformer: A video pre-trained foundation model for general surgery","created":"2024-03-09","cited_by_count":25,"area":null},{"id":"2405.13796","title":"Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling","created":"2024-05-22","cited_by_count":23,"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":"2406.06465","title":"AID: Adapting Image2Video Diffusion Models for Instruction-guided Video Prediction","created":"2024-06-10","cited_by_count":21,"area":"diffusion"},{"id":"2501.13329","title":"Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks","created":"2025-01-23","cited_by_count":20,"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":"2308.16154","title":"MMVP: Motion-Matrix-based Video Prediction","created":"2023-08-30","cited_by_count":18,"area":null},{"id":"2212.04655","title":"MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Prediction","created":"2022-12-09","cited_by_count":17,"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":"2412.10925","title":"Video Representation Learning with Joint-Embedding Predictive Architectures","created":"2024-12-14","cited_by_count":15,"area":null},{"id":"2303.07849","title":"Implicit Stacked Autoregressive Model for Video Prediction","created":"2023-03-14","cited_by_count":14,"area":null},{"id":"2405.20834","title":"Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning","created":"2024-05-31","cited_by_count":14,"area":"lr"},{"id":"2305.15151","title":"Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement","created":"2023-05-20","cited_by_count":12,"area":null},{"id":"2410.08649","title":"E-Motion: Future Motion Simulation via Event Sequence Diffusion","created":"2024-10-11","cited_by_count":12,"area":"diffusion"},{"id":"2307.12626","title":"Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework","created":"2023-07-24","cited_by_count":11,"area":"lr"},{"id":"2408.15241","title":"GenRec: Unifying Video Generation and Recognition with Diffusion Models","created":"2024-08-27","cited_by_count":11,"area":"diffusion"},{"id":"2402.02464","title":"A Graph is Worth $K$ Words: Euclideanizing Graph using Pure Transformer","created":"2024-02-04","cited_by_count":10,"area":null},{"id":"2410.05805","title":"PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling","created":"2024-10-08","cited_by_count":10,"area":"diffusion"},{"id":"2411.12164","title":"Diffusion Transformers as Open-World Spatiotemporal Foundation Models","created":"2024-11-19","cited_by_count":10,"area":"diffusion"},{"id":"2312.02819","title":"Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting","created":"2023-12-05","cited_by_count":9,"area":null},{"id":"2402.05970","title":"Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts","created":"2024-02-06","cited_by_count":9,"area":null},{"id":"2402.09240","title":"Switch EMA: A Free Lunch for Better Flatness and Sharpness","created":"2024-02-14","cited_by_count":9,"area":null},{"id":"2305.09480","title":"Cross-Gate MLP with Protein Complex Invariant Embedding is A One-Shot Antibody Designer","created":"2023-04-21","cited_by_count":8,"area":null},{"id":"2501.08303","title":"Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers","created":"2025-01-14","cited_by_count":8,"area":null},{"id":"2508.12291","title":"RadarQA: Multi-modal Quality Analysis of Weather Radar Forecasts","created":"2025-08-17","cited_by_count":8,"area":null},{"id":"2511.18173","title":"EgoControl: Controllable Egocentric Video Generation via 3D Full-Body Poses","created":"2025-11-22","cited_by_count":8,"area":null},{"id":"2302.07120","title":"PrefixMol: Target- and Chemistry-aware Molecule Design via Prefix Embedding","created":"2023-02-14","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":"2401.14718","title":"A Survey on Future Frame Synthesis: Bridging Deterministic and Generative Approaches","created":"2024-01-26","cited_by_count":7,"area":"wm"},{"id":"2403.02914","title":"DynST: Dynamic Sparse Training for Resource-Constrained Spatio-Temporal Forecasting","created":"2024-03-05","cited_by_count":7,"area":null},{"id":"2407.21126","title":"Self-supervised Multi-future Occupancy Forecasting for Autonomous Driving","created":"2024-07-30","cited_by_count":7,"area":"wm"},{"id":"2411.12972","title":"UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction","created":"2024-11-20","cited_by_count":7,"area":null},{"id":"2509.25210","title":"STCast: Adaptive Boundary Alignment for Global and Regional Weather Forecasting","created":"2025-09-21","cited_by_count":7,"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":"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":"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":"2404.06460","title":"Learning Locally Interacting Discrete Dynamical Systems: Towards Data-Efficient and Scalable Prediction","created":"2024-04-09","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":"2503.00073","title":"Forecasting Whole-Brain Neuronal Activity from Volumetric Video","created":"2025-02-27","cited_by_count":5,"area":null},{"id":"2508.15389","title":"Spiking Variational Graph Representation Inference for Video Summarization","created":"2025-08-21","cited_by_count":5,"area":null},{"id":"2508.21580","title":"Temporal Flow Matching for Learning Spatio-Temporal Trajectories in 4D Longitudinal Medical Imaging","created":"2025-08-29","cited_by_count":5,"area":"diffusion"},{"id":"2602.05204","title":"Extreme Weather Nowcasting via Local Precipitation Pattern Prediction","created":"2026-02-05","cited_by_count":5,"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":"2407.08558","title":"ST-Mamba: Spatial-Temporal Mamba for Traffic Flow Estimation Recovery using Limited Data","created":"2024-07-11","cited_by_count":4,"area":"ssm"},{"id":"2410.22288","title":"Motion Graph Unleashed: A Novel Approach to Video Prediction","created":"2024-10-29","cited_by_count":4,"area":null},{"id":"2412.01091","title":"DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting","created":"2024-12-02","cited_by_count":4,"area":null},{"id":"2509.21196","title":"Differential-Integral Neural Operator for Long-Term Turbulence Forecasting","created":"2025-09-25","cited_by_count":4,"area":null},{"id":"2510.04020","title":"Spatiotemporal Forecasting as Planning: A Model-Based Reinforcement Learning Approach with Generative World Models","created":"2025-10-05","cited_by_count":4,"area":"wm"},{"id":"2209.14782","title":"A case study of spatiotemporal forecasting techniques for weather forecasting","created":"2022-09-29","cited_by_count":3,"area":null},{"id":"2312.01699","title":"Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach","created":"2023-12-04","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":"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":"2606.02661","title":"Learning to Refine: Spectral-Decoupled Iterative Refinement Framework for Precipitation Nowcasting","created":"2026-06-01","cited_by_count":3,"area":"diffusion"},{"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":"2308.07783","title":"Future Video Prediction from a Single Frame for Video Anomaly Detection","created":"2023-08-15","cited_by_count":2,"area":null},{"id":"2402.15284","title":"Spatiotemporal Observer Design for Predictive Learning of High-Dimensional Data","created":"2024-02-23","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":"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":"2412.13627","title":"TAUDiff: Highly efficient kilometer-scale downscaling using generative diffusion models","created":"2024-12-18","cited_by_count":2,"area":"diffusion"},{"id":"2501.12054","title":"ORCAst: Operational High-Resolution Current Forecasts","created":"2025-01-21","cited_by_count":2,"area":null},{"id":"2503.12953","title":"Frame-wise Conditioning Adaptation for Fine-Tuning Diffusion Models in Text-to-Video Prediction","created":"2025-03-17","cited_by_count":2,"area":"diffusion"},{"id":"2504.05537","title":"Towards Efficient Real-Time Video Motion Transfer via Generative Time Series Modeling","created":"2025-04-07","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":"2510.14962","title":"RainDiff: End-to-end Precipitation Nowcasting Via Token-wise Attention Diffusion","created":"2025-10-16","cited_by_count":2,"area":null},{"id":"2510.21847","title":"SynCast: Synergizing Contradictions in Precipitation Nowcasting via Diffusion Sequential Preference Optimization","created":"2025-10-22","cited_by_count":2,"area":"alignment"},{"id":"2511.10004","title":"LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers","created":"2025-11-13","cited_by_count":2,"area":null},{"id":"2512.00366","title":"S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting","created":"2025-11-29","cited_by_count":2,"area":"distill"},{"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":"2605.13181","title":"Stable Attention Response for Reliable Precipitation Nowcasting","created":"2026-05-13","cited_by_count":2,"area":null},{"id":"2605.13197","title":"McCast: Memory-Guided Latent Drift Correction for Long-Horizon Precipitation Nowcasting","created":"2026-05-13","cited_by_count":2,"area":null},{"id":"2605.31204","title":"Probabilistic Precipitation Nowcasting with Rectified Flow Transformers","created":"2026-05-29","cited_by_count":2,"area":"diffusion"},{"id":"2606.29855","title":"RainODE: Continuous-Time Precipitation Forecasting with Latent Neural ODEs","created":"2026-06-29","cited_by_count":2,"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":"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}],"next_cursor":"100"}