TorchUncertainty

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alafage 

authored a paper 2 months ago

Packed-Ensembles for Efficient Uncertainty Estimation

Paper • 2210.09184 • Published Oct 17, 2022

o-laurent 

updated a dataset 4 months ago

torch-uncertainty/Checkpoints

Updated Sep 24, 2024 • 78 • 2

o-laurent 

authored a paper 10 months ago

Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models

Paper • 2312.15297 • Published Dec 23, 2023

o-laurent 

updated a Space 12 months ago

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TorchUncertainty

o-laurent 

updated a dataset 12 months ago

torch-uncertainty/Checkpoints-Extended

Updated Feb 13, 2024 • 35

o-laurent 

authored 3 papers 12 months ago

Packed-Ensembles for Efficient Uncertainty Estimation

Paper • 2210.09184 • Published Oct 17, 2022

A Symmetry-Aware Exploration of Bayesian Neural Network Posteriors

Paper • 2310.08287 • Published Oct 12, 2023

Learning to Generate Training Datasets for Robust Semantic Segmentation

Paper • 2308.02535 • Published Aug 1, 2023

o-laurent 

updated a model 12 months ago

torch-uncertainty/test

Updated Feb 8, 2024 • 188

o-laurent 

updated 5 models about 1 year ago

torch-uncertainty/resnet18_c10

Updated Jan 5, 2024

torch-uncertainty/msk_resnet18_c10

Updated Dec 24, 2023

torch-uncertainty/bch_resnet18_c10

Updated Dec 24, 2023 • 1

torch-uncertainty/mcd_resnet18_c10

Updated Dec 22, 2023

torch-uncertainty/pe_resnet18_c10

Updated Dec 22, 2023

o-laurent 

updated 2 models over 1 year ago

torch-uncertainty/resnet18_c100

Updated Aug 14, 2023 • 54

torch-uncertainty/pe_resnet50_in1k

Updated Jun 12, 2023 • 1