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https://github.com/xxxnell/spatial-smoothing
(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.
https://github.com/xxxnell/spatial-smoothing
bayesian-deep-learning bayesian-neural-networks neural-network pytorch robustness uncertainty uncertainty-estimation uncertainty-quantification
Last synced: about 2 months ago
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(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.
- Host: GitHub
- URL: https://github.com/xxxnell/spatial-smoothing
- Owner: xxxnell
- License: apache-2.0
- Created: 2020-12-31T12:57:11.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2022-07-15T01:39:50.000Z (about 2 years ago)
- Last Synced: 2024-07-16T15:42:08.549Z (2 months ago)
- Topics: bayesian-deep-learning, bayesian-neural-networks, neural-network, pytorch, robustness, uncertainty, uncertainty-estimation, uncertainty-quantification
- Language: Python
- Homepage: https://arxiv.org/abs/2105.12639
- Size: 17.4 MB
- Stars: 74
- Watchers: 3
- Forks: 7
- Open Issues: 0
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Metadata Files:
- Readme: README.md
- License: LICENSE