2 papers
cs.CL2025
Semantic Convergence: Investigating Shared Representations Across Scaled LLMs
Daniel Son, Sanjana Rathore, Andrew Rufail +6
We investigate feature universality in Gemma-2 language models (Gemma-2-2B and Gemma-2-9B), asking whether models with a four-fold difference in scale still converge on comparable…
cs.CV2025
Open Set Recognition for Endoscopic Image Classification: A Deep Learning Approach on the Kvasir Dataset
Kasra Moazzami, Seoyoun Son, John Lin +5
Endoscopic image classification plays a pivotal role in medical diagnostics by identifying anatomical landmarks and pathological findings. However, conventional closed-set classifi…