torch-uncertainty/muad_tutorials
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TorchUncertainty
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Uncertainty quantification and Deep Learning
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This is the official Hugging Face account for the TorchUncertainty library. You will find its pre-trained weights here and several other models and datasets.
More specifically, the datasets contain the models trained for A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors.
models
9
torch-uncertainty/test
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246
torch-uncertainty/resnet18_c10
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100
torch-uncertainty/msk_resnet18_c10
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2
torch-uncertainty/bch_resnet18_c10
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3
torch-uncertainty/mcd_resnet18_c10
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2
torch-uncertainty/pe_resnet18_c10
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torch-uncertainty/resnet18_c100
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27
torch-uncertainty/pe_resnet50_in1k
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9
datasets
6
torch-uncertainty/OxfordIIITPet-C
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301k
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50
torch-uncertainty/CUB-200-2011-C
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604k
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26
torch-uncertainty/Flowers102-C
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887k
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81
torch-uncertainty/Places365-C
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27
torch-uncertainty/Checkpoints
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40
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2
torch-uncertainty/Checkpoints-Extended
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10