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Implementation of 'Neural Mean Discrepancy for Efficient Out-of-Distribution Detection' (CVPR, 2022)

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Neural Mean Discrepancy for Efficient Out-of-Distribution Detection (CVPR, 2022)

Authors: Xin Dong, Junfeng Guo, Ang Li, Wei-Te Ting, Cong Liu, H.T. Kung

This is an un-official implementation.

You can read their paper here: PDF

Requirements

Torch
Torchvision
Sklearn
Tqdm

Usage

Check out demo.ipynb for instructions on how to use this repo.

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Implementation of 'Neural Mean Discrepancy for Efficient Out-of-Distribution Detection' (CVPR, 2022)

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