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cs.NE2026
A Hierarchical Importance-Guided Multi-objective Evolutionary Framework for Deep Neural Network Pruning
Zak Khan, Azam Asilian Bidgoli
The optimization of over-parameterized deep neural networks represents a large-scale, high-dimensional, and strongly non-convex decision problem that challenges existing optimizati…
cs.CV2026
Med-SegLens: Latent-Level Model Diffing for Interpretable Medical Image Segmentation
Salma J. Ahmed, Emad A. Mohammed, Azam Asilian Bidgoli
Modern segmentation models achieve strong predictive performance but remain largely opaque, limiting our ability to diagnose failures, understand dataset shift, or intervene in a p…