2 papers
cs.LG2026
Concepts' Information Bottleneck Models
Karim Galliamov, Syed M Ahsan Kazmi, Adil Khan +1
Concept Bottleneck Models (CBMs) aim to deliver interpretable predictions by routing decisions through a human-understandable concept layer, yet they often suffer reduced accuracy…
cs.AI2024
Mapping the Mind of an Instruction-based Image Editing using SMILE
Zeinab Dehghani, Koorosh Aslansefat, Adil Khan +3
Despite recent advancements in Instruct-based Image Editing models for generating high-quality images, they are known as black boxes and a significant barrier to transparency and u…