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spatiotemporal prediction

21 papers

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Co-occurring keywords

recurrent neural network (1790) video prediction (140) attention mechanism (4001) graph neural network (3962) physics-informed learning (66) weather prediction (20) spatiotemporal datum (20) predictive learning (17) partial differential equation (222) transfer learning (5449)

Papers

Towards High Resolution Probabilistic Coastal Inundation Forecasting from Sparse Observations AAAI 2026
OCK: Unsupervised Dynamic Video Prediction with Object-Centric Kinematics ICCV 2025
Multi-Scale Graph Learning for Anti-Sparse Downscaling AAAI 2025
Advection Augmented Convolutional Neural Networks NIPS 2024
iTrendRNN: An Interpretable Trend-Aware RNN for Meteorological Spatiotemporal Prediction AAAI 2024
PredToken: Predicting Unknown Tokens and Beyond with Coarse-to-Fine Iterative Decoding CVPR 2024
Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications CVPR 2024
Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024
Efficient Representation Learning of Satellite Image Time Series and Their Fusion for Spatiotemporal Applications AAAI 2024
Fair Graph Learning Using Constraint-Aware Priority Adjustment and Graph Masking in River Networks AAAI 2024
Attention-Based Models for Snow-Water Equivalent Prediction AAAI 2024
UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction NIPS 2023
SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM ICCV 2023
Earthformer: Exploring Space-Time Transformers for Earth System Forecasting NIPS 2022
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021
Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021
Unsupervised Transfer Learning for Spatiotemporal Predictive Networks ICML 2020
Self-Attention ConvLSTM for Spatiotemporal Prediction AAAI 2020
Fairness-Aware Demand Prediction for New Mobility AAAI 2020
Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics CVPR 2019
HybridNet: Integrating Model-based and Data-driven Learning to Predict Evolution of Dynamical Systems CORL 2018