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Search results for robustness uncertainty

7 search results found

Awesome Trustworthy Deep Learning ⭐ 254

A curated list of trustworthy deep learning papers. Daily updating...

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

Pre Training ⭐ 79

Pre-Training Buys Better Robustness and Uncertainty Estimates (ICML 2019)

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

Spatial Smoothing ⭐ 51

(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.

Gps Augment ⭐ 27

Simple but high-performing method for learning a policy of test-time augmentation

Evaluating Eeg Representations ⭐ 12

Resources for the paper titled "Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts". Accepted at NeurIPS 2022.

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