Distillo Ergo Sum

Heterogeneous knowledge distillation in medical computer vision

Final project for the Advanced Machine Learning exam, taught by Prof. Fabio Galasso at Sapienza University of Rome in A.Y. 2023/24

Reproducibility

Environment

See instructions in env.md to create an Python virtual environment for the project

Data pre-processing

COMING SOON

Training

COMING SOON

Inference

COMING SOON

Name		Name	Last commit message	Last commit date
Deep Mutual Learning		Deep Mutual Learning
Distillation Latent Matching		Distillation Latent Matching
Distillation Logits Matching		Distillation Logits Matching
References/TransUNet		References/TransUNet
SqueezeU-Net Latent Space		SqueezeU-Net Latent Space
SqueezeU-Net		SqueezeU-Net
TransU-Net Latent Space		TransU-Net Latent Space
TransU-Net		TransU-Net
.gitignore		.gitignore
Distillo, ergo sum - presentation.pdf		Distillo, ergo sum - presentation.pdf
Distillo, ergo sum - proposal.pdf		Distillo, ergo sum - proposal.pdf
Distillo, ergo sum - report.pdf		Distillo, ergo sum - report.pdf
README.md		README.md
env.md		env.md
requirements.txt		requirements.txt

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Distillo Ergo Sum

Heterogeneous knowledge distillation in medical computer vision

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Distillo Ergo Sum

Heterogeneous knowledge distillation in medical computer vision

Reproducibility

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Data pre-processing

Training

Inference

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