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Computational and Mathematical Methods in Medicine
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Computational and Mathematical Methods in Medicine
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2021
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Article
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Alg 1
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Research Article
[Retracted] A Novel Approach to Classifying Breast Cancer Histopathology Biopsy Images Using Bilateral Knowledge Distillation and Label Smoothing Regularization
Algorithm 1
Bilateral knowledge distillation (base training: ResNeXt29 for e epochs).
Phase 1
Step 1 Knowledge distil mobilenetv2 - Teacher model: Resnext29 - train e epochs
Step 2 Reverse Knowledge distil Resnext29 - Teacher model: Mobilenetv2 - train e epochs
Phase 2
Step 1 Knowledge distil mobilenetv2 (phase1) - Teacher model: Resnext29 (phase1) - train e epochs
Step 2 Reverse Knowledge distil Resnext29 - Teacher model: Mobilenetv2 - train e epochs
Phase 3
Step 1 Knowledge distil mobilenetv2 (phase2) - Teacher model: Resnext29 (phase2) - train e epochs