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Official Code for "StAlK: Structural Alignment based Self Knowledge distillation for Medical Image Classification" Published at Knowledge Based Systems Journal

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StAlK: Structural Alignment based Self Knowledge distillation for Medical Image Classification

Published at Knowledge Based Systems Journal

Here is the link to the article.

Installation

Mandatory Dependencies

  • Python> 3.7
  • PyTorch >= 1.7.0
  • pandas
  • scipy
  • sklearn
  • torchvision
  • numpy

Usage

To run it

python3 train.py

Contact

please contact [email protected] for any discrepancy.

Authors:

  • Saurabh Sharma
  • Atul Kumar
  • Jenish Monpara
  • Joydeep Chandra

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Official Code for "StAlK: Structural Alignment based Self Knowledge distillation for Medical Image Classification" Published at Knowledge Based Systems Journal

Topics

knowledge-distillation medical-image-classification class-imbalance-problem

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