conftrace_

precipitation nowcasting

13 papers

Explore in graph

Co-occurring keywords · papers mentioning both

weather forecasting (5) deep learning (4) diffusion model (3) earth system forecasting (2) radar echo (2) convolutional lstm (2) spatio-temporal prediction (2) spatio-temporal data (2) rectified flow (2) spatiotemporal forecasting (2)

Papers

DuoCast: Duo-Probabilistic Diffusion for Precipitation Nowcasting AAAI 2026 MoCast: Learning Turbulent Motions Under Physical Guidance for Precipitation Nowcasting AAAI 2026 Probabilistic Precipitation Nowcasting with Rectified Flow Transformers CVPR 2026 AlphaPre: Amplitude-Phase Disentanglement Model for Precipitation Nowcasting CVPR 2025 Perceptually Constrained Precipitation Nowcasting Model ICML 2025 PostCast: Generalizable Postprocessing for Precipitation Nowcasting via Unsupervised Blurriness Modeling ICLR 2025 DiffCast: A Unified Framework via Residual Diffusion for Precipitation Nowcasting CVPR 2024 Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting NeurIPS 2024 PreDiff: Precipitation Nowcasting with Latent Diffusion Models NeurIPS 2023 Earthformer: Exploring Space-Time Transformers for Earth System Forecasting NeurIPS 2022 SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology NeurIPS 2020 Deep Learning for Precipitation Nowcasting: A Benchmark and A New Model NeurIPS 2017 Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting NeurIPS 2015