kimjeyoung/SNGP-BERT-Pytorch

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Created over 3 years ago
Updated over 3 years ago

kimjeyoung/SNGP-BERT-Pytorch

kimjeyoung

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This is reimplementation of "Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness" in Pytorch.

Python-Tutorial

Python tutorial for beginner :)

Jupyter Notebook

Mahalanobis-BERT

Reimplementation of "A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks"

Machine-Learning

Learn Machine Learning model

Jupyter Notebook

ODIN-BERT

This is a reimplementation for ENHANCING THE RELIABILITY OF OUT-OF-DISTRIBUTION IMAGE DETECTION IN NEURAL NETWORKS using BERT.