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GNL

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Generative Noisy-label Learning

arxiv.org/abs/2308.01184

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Name		Name	Last commit message	Last commit date
.dvc		.dvc
.dvcignore		.dvcignore
.gitignore		.gitignore
CIFAR-100_human.pt		CIFAR-100_human.pt
CIFAR-10_human.pt		CIFAR-10_human.pt
InceptionResNetV2.py		InceptionResNetV2.py
PreResNet.py		PreResNet.py
README.md		README.md
ResNet.py		ResNet.py
VGG.py		VGG.py
configs.py		configs.py
dataloader_animal10n.py		dataloader_animal10n.py
dataloader_cifar.py		dataloader_cifar.py
dataloader_cifarN.py		dataloader_cifarN.py
dataloader_red.py		dataloader_red.py
dynamic_partial.py		dynamic_partial.py
helper.py		helper.py
main.py		main.py
run.sh		run.sh
test.sh		test.sh
tools.py		tools.py
train_animal10n.py		train_animal10n.py
train_cifar.py		train_cifar.py
train_cifarN.py		train_cifarN.py
train_cifarN_cot.py		train_cifarN_cot.py
train_cifar_conformal.py		train_cifar_conformal.py
train_red.py		train_red.py

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GNL

Generative Noisy-label Learning

Equations - Code

Eq.20/24 - Prior Loss

Eq. 21 - p(X|Y) KL

Eq. 22 - p(Y|X) KL

About

Generative Noisy-label Learning

arxiv.org/abs/2308.01184

2 stars

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