2 papers
cs.CV2026
Birds of a Feather Flock Together: Background-Invariant Representations via Linear Structure in VLMs
Youssef Zaazou, Mark Thomas
Vision-language models (VLMs), such as CLIP and SigLIP 2, are widely used for image classification, yet their vision encoders remain vulnerable to systematic biases that undermine…
astro-ph.IM2025
Mapping Galaxy Images Across Ultraviolet, Visible and Infrared Bands Using Generative Deep Learning
Youssef Zaazou, Alex Bihlo, Terrence S. Tricco
We demonstrate that generative deep learning can translate galaxy observations across ultraviolet, visible, and infrared photometric bands. Leveraging mock observations from the Il…