2 papers
cs.LG2026
The Singularity Space: A Generative Diffusion Framework for Signal Representation
Eli Bar-Yosef, Amir Averbuch, Eli Turkel
Generative models often represent signals as dense grids of amplitudes, blurring sharp transients that are crucial for the correctness of physical signals. We introduce Singularity…
eess.IV2024
SEL-CIE: Knowledge-Guided Self-Supervised Learning Framework for CIE-XYZ Reconstruction from Non-Linear sRGB Images
Shir Barzel, Moshe Salhov, Ofir Lindenbaum +1
Modern cameras typically offer two types of image states: a minimally processed linear raw RGB image representing the raw sensor data, and a highly-processed non-linear image state…