Rupa Kurinchi-Vendhan

PRISM: Controllable Diffusion for Compound Image Restoration with Scientific Fidelity

Scientific and environmental imagery are often degraded by multiple compounding factors related to sensor noise and environmental effects. Existing restoration methods typically treat these mixed effects by iteratively removing fixed categories, lacking the compositionality needed to handle real-wor…