other
computational imaging
otheractiveprovisional
computational-imaging-e5e0999d·1 events·first seen 16d agoAliases: computational imaging
Co-occurring entities
More like this (12)
imaging inverse problemsinformation-driven imaging frameworkComputational Fluid Dynamicscomputer visionBraun et al. 2025 Compressed ComputationAI and Computeinference-time computeCompressed Computation is (probably) not Computation in SuperpositionThinking-with-Imagesthought compressioninference-time compute scalingSimons Workshop on Computational Mathematics
Recent events (1)
KLIP: Localized OOD Detection in Inverse Problems via KL-Divergence with Diffusion Priors
KLIP proposes an out-of-distribution detection metric for computational imaging that computes KL-divergence between a diffusion model prior and the posterior distribution. Unlike prior approaches, it requires no calibration data or knowledge of the shifted distribution, and can both flag whole images and localize OOD patches within images. The method is validated on medical imaging tasks such as detecting liver tumors in CT scans and generalizes across diffusion model architectures, datasets, and inverse problem types.