AI RESEARCH
Deep Image Segmentation via Discriminant Feature Learning
arXiv CS.LG
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ArXi:2605.14609v1 Announce Type: cross Accurate image segmentation remains challenging, particularly in generating sharp, confident boundaries. While modern architectures have advanced the field, many of them still rely on standard loss functions like Cross-Entropy and Dice, which often neglect the discriminative structure of learned features, leading to inaccurate boundaries. This work