Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
AV_test.py		AV_test.py
README.md		README.md
ResNet.py		ResNet.py
config.yaml		config.yaml
dataset.py		dataset.py
dataset_CRC.py		dataset_CRC.py
dataset_CRC_7.py		dataset_CRC_7.py
figure1.pdf		figure1.pdf
figure1.png		figure1.png
figure2.pdf		figure2.pdf
figure2.png		figure2.png
figure4.pdf		figure4.pdf
figure4.png		figure4.png
generate_candidate.py		generate_candidate.py
in_and_out_distribution_detector.py		in_and_out_distribution_detector.py
main_ours.py		main_ours.py
optimizer.py		optimizer.py
requirements.txt		requirements.txt
test.py		test.py
train.py		train.py
utils.py		utils.py

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🐠 OpenAL

This is a PyTorch/GPU implementation of our MICCAI 2023 paper OpenAL: An Efficient Deep Active Learning Framework for Open-Set Pathology Image Classification.

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Official PyTorch Code of our MICCAI2023 paper OpenAL

active-learning openset-classification miccai2023 pathology-image-classification

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