3 papers
cs.CV2026
Beyond Routing: Characterising Expert Tuning and Representation in Vision Mixture-of-Experts
Gene Tangtartharakul, Katherine R. Storrs
Mixture-of-Experts (MoE) models are often interpreted by analysing which categories are routed to which experts. However, routing alone does not reveal what each expert actually en…
cs.CV2025
Visual Language Models show widespread visual deficits on neuropsychological tests
Gene Tangtartharakul, Katherine R. Storrs
Visual Language Models (VLMs) show remarkable performance in visual reasoning tasks, successfully tackling college-level challenges that require high-level understanding of images.…
cs.GR2024
Predicting Perceived Gloss: Do Weak Labels Suffice?
Julia Guerrero-Viu, J. Daniel Subias, Ana Serrano +4
Estimating perceptual attributes of materials directly from images is a challenging task due to their complex, not fully-understood interactions with external factors, such as geom…