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SupCAM: Chromosome cluster types identification using supervised contrastive learning with category-variant augmentation and self-margin loss
Frontiers
Chromosome segmentation is a crucial analyzing task in karyotyping, a technique used in experiments to discover chromosomal abnormalities.
7 months ago
2024_04_25; 11: 00 Doctoral Thesis Defence Pendar Alirezazadeh
UPV/EHU
Pendar Alirezazadeh : “Angular margin-based softmax losses: toward discriminative deep metric learnig”.
5 months ago
Enhancing the power of Cross-Entropy loss for image classification
Towards Data Science
Cross-Entropy loss wont perform as expected when features aren't highly discriminative. A modification is presented that distributes features on a...
59 months ago
L2-constrained Softmax Loss for Discriminative Face Verification
Synced | AI Technology & Industry Review
Introduction With the recent successes in CNNs, the performance of face recognition has also benefited. A baseline for face recognition...
87 months ago