xxxnell / spatial-smoothing

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

Date Created 2020-12-31 (3 years ago)

Commits 63 (last one 2 years ago)

Stargazers 77 (0 this week)

Watchers 3 (0 this week)

Forks 7

License apache-2.0

Ranking

RepositoryStats indexes 584,777 repositories, of these xxxnell/spatial-smoothing is ranked #346,586 (41st percentile) for total stargazers, and #422,609 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #64,937/116,437.

xxxnell/spatial-smoothing is also tagged with popular topics, for these it's ranked: pytorch (#4,004/5951), neural-network (#782/1092)

Other Information

Homepage URL: https://arxiv.org/abs/2105.12639

All Topics

pytorch robustness uncertainty neural-network bayesian-deep-learning uncertainty-estimation bayesian-neural-networks uncertainty-quantification

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

6 commits on the default branch (master) since jan '22

Yearly Commits

Commits to the default branch (master) per year

Issue History

No issues have been posted

Languages

The primary language is Python but there's also others...

updated: 2024-09-21 @ 01:17am, id: 325800682 / R_kgDOE2tS6g