Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

awesome-uncertainty-deeplearning

This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning models.
https://github.com/ENSTA-U2IS-AI/awesome-uncertainty-deeplearning

[ArXiv2024 - [[PyTorch]](https://github.com/bmucsanyi/bud/tree/main)
[ICML2023 - [[PyTorch]](https://github.com/mkirchhof/Probabilistic_Contrastive_Learning)
[ICML2023
[ICLR2024
[ICLR2024
[JMLR2024
[ICLR2024
[ICLR2024
[ICLR2024
[ICCV Workshop2023
[arXiv2017
[ICLR2024
[ICCV2023
[CVPR2023 - [[PyTorch]](https://github.com/Impression2805/OpenMix)
[ICLR2023 - [[PyTorch]](https://github.com/qizhouwang/doe)
[NeurIPS2022 - [[PyTorch]](https://github.com/francescopinto/regmixup)
[ICLR2024
[CVPR2023
[ICCV2023 - [[PyTorch]](<https://github.com/biggzlar/plausible-uncertainties>)
[ICML2023 - [[PyTorch]](<https://github.com/danruod/iedl>)
[ICCV Workshop2023 - [[PyTorch]](<https://github.com/vaishwarya96/MAPLE-uncertainty-estimation>)
[ICCV Workshop2023
[ICLR2021 - [[GitHub]](https://github.com/aangelopoulos/conformal_classification)
[ICLR2024
[ICML 2023
[SaTML2023
[NeurIPS2022
[AIStats2021
[NeurIPS2021
[ICLR2024
[ICLR2024
[CVPR2024 - [[PyTorch]](https://yutingli0606.github.io/SURE/)
[ICCV2023 - [[PyTorch]](https://github.com/orhir/stg-nf)
[ICCV2023 - [[PyTorch]](https://github.com/NazirNayal8/RbA)
[CVPR2023 - [[PyTorch]](https://github.com/txynwpu/Distributional_uncertainty_SOD)
[ICCV Workshop2023
[ICCV Workshop2023
[TPAMI2023 - [[PyTorch]](<https://github.com/Impression2805/FMFP>)
[ICML2023 - [[GitHub]](https://github.com/google-research/r_u_sure)
[TrustNLP2023 - [[GitHub]](https://github.com/JHU-CLSP/Confidence-Estimation-TrustNLP2023)
[EMNLP2022 Findings
[ACL2020
[EMNLP2020 - [[PyTorch]](https://github.com/Lingkai-Kong/Calibrated-BERT-Fine-Tuning)
[TACL2021 - [[PyTorch]](https://github.com/jzbjyb/lm-calibration)
[arXiv2023
[CVPR2024 - [[Website]](https://astra-vision.github.io/PaSCo/)
[ICLR2024
[ICLR2024
[Sklearn
[IEEE Computational Intelligence Magazine

Programming Languages

Python 1 Jupyter Notebook 1

Keywords

sklearn 1 regression 1 python 1 data-science 1 conformal-prediction 1 confidence-intervals 1 classification 1