2 papers
cs.CV2026
Learning To Focus: Anatomy-Guided Attention Regularization for Medical Image Classification
Tonmoy Hossain, Atiqur Rahman, Farhana Hossain Swarnali +1
Medical image classification models are ideally expected to identify diagnostically relevant regions while making predictions, yet standard classification losses rarely provide spa…
cs.CV2025
Learning Group Actions In Disentangled Latent Image Representations
Farhana Hossain Swarnali, Miaomiao Zhang, Tonmoy Hossain
Modeling group actions on latent representations enables controllable transformations of high-dimensional image data. Prior works applying group-theoretic priors or modeling transf…