3 papers
cs.CV2026
Recovering Cloud Microstructures with Cascaded Diffusion Inversion
Hanan Gani, Guy Pulik, Daniel Rosenfeld +2
High-resolution satellite imagery is critical for observing fine-scale cloud structures that inform weather modification strategies like cloud seeding for rain-enhancement. However…
cs.CV2025
Spatiotemporal Pyramid Flow Matching for Climate Emulation
Jeremy Andrew Irvin, Jiaqi Han, Zikui Wang +6
Generative models have the potential to transform the way we emulate Earth's changing climate. Previous generative approaches rely on weather-scale autoregression for climate emula…
cs.CV2024
CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds
Muhammad Ahmed Chaudhry, Lyna Kim, Jeremy Irvin +5
Clouds play a significant role in global temperature regulation through their effect on planetary albedo. Anthropogenic emissions of aerosols can alter the albedo of clouds, but th…