spatio-temporal prediction

Triplet Attention Transformer for Spatiotemporal Predictive Learning WACV 2024 AutoSTL: Automated Spatio-Temporal Multi-Task Learning AAAI 2023 DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion ICLR 2023 OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning NeurIPS 2023 Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction AAAI 2023 Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023 SwinLSTM: Improving Spatiotemporal Prediction Accuracy using Swin Transformer and LSTM ICCV 2023 UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction NeurIPS 2023 Earthformer: Exploring Space-Time Transformers for Earth System Forecasting NeurIPS 2022 Event-Aware Multimodal Mobility Nowcasting AAAI 2022 Graph Neural Controlled Differential Equations for Traffic Forecasting AAAI 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks AAAI 2021 PDE-Driven Spatiotemporal Disentanglement ICLR 2021 Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021 Fairness-Aware Demand Prediction for New Mobility AAAI 2020 GMAN: A Graph Multi-Attention Network for Traffic Prediction AAAI 2020 Self-Attention ConvLSTM for Spatiotemporal Prediction AAAI 2020 Unsupervised Transfer Learning for Spatiotemporal Predictive Networks ICML 2020 Cross-City Transfer Learning for Deep Spatio-Temporal Prediction IJCAI 2019 Memory in Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity From Spatiotemporal Dynamics CVPR 2019 Spatio-Temporal Prediction of Dialectal Variant Usage ACL 2019 HybridNet: Integrating Model-based and Data-driven Learning to Predict Evolution of Dynamical Systems CoRL 2018 Learning Localized Spatio-Temporal Models From Streaming Data ICML 2018 Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data IJCAI 2018