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PhD student at Université Paris-Saclay & @ENSTA-U2IS-AI, working on predictive uncertainty for deep learning models.
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Université Paris-Saclay
- Gif-sur-Yvette
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17:07
- 1h ahead - https://orcid.org/0009-0005-2291-2005
- in/olivier-laurent-100772190
- https://huggingface.co/o-laurent
- https://scholar.google.com/citations?user=RW4CQ68AAAAJ&hl=en
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ENSTA-U2IS-AI/awesome-uncertainty-deeplearning
ENSTA-U2IS-AI/awesome-uncertainty-deeplearning PublicThis repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
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ENSTA-U2IS-AI/torch-uncertainty
ENSTA-U2IS-AI/torch-uncertainty PublicOpen-source framework for uncertainty and deep learning models in PyTorch 🌱
1,155 contributions in the last year
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Contribution activity
March 2025
Created 97 commits in 2 repositories
Created a pull request in ENSTA-U2IS-AI/torch-uncertainty that received 5 comments
🔨 Rework PPs, Use transformsV2, & Fix corruptions
Improve the corruption transforms Rework postprocessing methods Use transformsV2 Fix the security issue
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5
comments
Opened 8 other pull requests in 1 repository
ENSTA-U2IS-AI/torch-uncertainty
3
open
5
merged
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✨ Add Test-Time Augmentations
This contribution was made on Mar 20
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🔨 Rework OOD criteria
This contribution was made on Mar 20
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🔧 Try fixing SSH agent issue
This contribution was made on Mar 20
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🔧 Run docs on self-hosted
This contribution was made on Mar 20
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🔧 User changed-files again
This contribution was made on Mar 19
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🔨 Improve the corruption transforms
This contribution was made on Mar 14
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📚 Revamp the documentation
This contribution was made on Mar 11
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🔨 Use
kornia
's motion blur instead ofWand
's Gaussian motion blurThis contribution was made on Mar 10
Reviewed 9 pull requests in 1 repository
ENSTA-U2IS-AI/torch-uncertainty
9 pull requests
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⬆️ Bump tj-actions/changed-files from 42 to 46 in /.github/workflows
This contribution was made on Mar 19
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🔨 Rework PPs, Use transformsV2, & Fix corruptions
This contribution was made on Mar 18
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🔨 Improve the corruption transforms
This contribution was made on Mar 17
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🔨 make batch size and other parameters configurable in scaler fit method
This contribution was made on Mar 12
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📚 Revamp the documentation
This contribution was made on Mar 11
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✨ Docker settings, BatchEnsemble utilities rework + minor fixes
This contribution was made on Mar 11
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✨ LeNet BatchEnsemble and Deep Ensemble + minor bugfixes
This contribution was made on Mar 10
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🐛 Fix MNIST test dataloader for shifted data
This contribution was made on Mar 7
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🐳 Add Dockerfile and documentation for using Docker image
This contribution was made on Mar 7
Opened 2 issues in 1 repository
ENSTA-U2IS-AI/torch-uncertainty
2
closed
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🔥 Remove the Wand dependency
This contribution was made on Mar 7
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🐛 Make sklearn properly optional
This contribution was made on Mar 7
25
contributions
in private repositories
Mar 3 – Mar 21