A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Perform efficient inferences (i.e., do not increase inference time) and detection without classification accuracy drop, hyperparameter tuning, or collecting additional data.
☆79Sep 22, 2022Updated 3 years ago
Alternatives and similar repositories for entropic-out-of-distribution-detection
Users that are interested in entropic-out-of-distribution-detection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Sep 22, 2022Updated 3 years ago
- A project to train your model from scratch or fine-tune a pretrained model using the losses provided in this library to improve out-of-di…☆18Nov 26, 2022Updated 3 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- Open-set Recognition with Adversarial Autoencoders☆39Jan 5, 2019Updated 7 years ago
- This is the implementation of the 4th place solution (yu4u's part) for RSNA 2024 Lumbar Spine Degenerative Classification at Kaggle.☆10Oct 11, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Successfully training approximations to full-rank matrices for efficiency in deep learning.☆16Jan 5, 2021Updated 5 years ago
- Robust Out-of-distribution Detection in Neural Networks☆73Apr 12, 2022Updated 4 years ago
- RSNA 2024 Lumbar Spine Degenerative Classification 4th place solution☆11Oct 10, 2024Updated last year
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated last year
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Oct 3, 2023Updated 2 years ago
- (Unofficial) Tensorflow implementation of Adversarial Latent Autoencoder (ALAE, Pidhorskyi et al., 2020)☆11Sep 8, 2020Updated 5 years ago
- This is a code repository for paper OODformer: Out-Of-Distribution Detection Transformer☆40Oct 20, 2021Updated 4 years ago
- The official codebase for Unsupervised Anomaly Detection with Adversarial Mirrored AutoEncoders paper (UAI'21).☆15Jun 8, 2021Updated 4 years ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Mar 21, 2022Updated 4 years ago
- Multi-class Data Description for Out-of-distribution Detection☆22Apr 7, 2021Updated 5 years ago
- ECCV2022☆15Aug 19, 2022Updated 3 years ago
- MATLAB codes for several tensor based methods for hypergraph partitioning and subspace clustering☆14Sep 26, 2018Updated 7 years ago
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆27Dec 31, 2023Updated 2 years ago
- Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]☆30Dec 8, 2019Updated 6 years ago
- T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation☆21Apr 11, 2023Updated 3 years ago
- This repository lists some awesome public Open World object detection series projects.☆31Feb 22, 2024Updated 2 years ago
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆116Dec 31, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Github for the conference paper GLOD-Gaussian Likelihood OOD detector☆16Apr 18, 2022Updated 4 years ago
- This work is the official Pytorch implementation of our papers: Source-Free Progressive Graph Learning for Open-Set Domain Adaptation (T…☆29Feb 7, 2024Updated 2 years ago
- ☆23Jun 15, 2022Updated 3 years ago
- ☆14Aug 5, 2024Updated last year
- Awesome-open-world-learning☆26Oct 19, 2021Updated 4 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆47Jan 12, 2023Updated 3 years ago
- Out-of-distribution detection using the pNML regret. NeurIPS2021☆25Dec 20, 2024Updated last year
- This is the implementation of the 4th place solution (yu4u's part) for CZII - CryoET Object Identification at Kaggle.☆16Mar 7, 2025Updated last year
- Tool to parse wiki tables from the HTML dump of Wikipedia☆11Jun 12, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Daily paper reading records☆15Mar 31, 2025Updated last year
- ☆26Mar 17, 2023Updated 3 years ago
- Official PyTorch code for "Out-of-distribution detection with denoising diffusion models"☆52Jun 9, 2024Updated last year
- On Calibration of Modern Neural Networks - tensorflow implementation☆30Jun 16, 2018Updated 7 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆29May 13, 2019Updated 7 years ago
- Coder of the paper 'Latent Outlier Exposure for Anomaly Detectin with Contaminated Data' published in ICML 2022☆38Jul 13, 2022Updated 3 years ago
- This is official code for "Combating Label Distribution Shift for Active Domain Adaptation" accepted in ECCV2022☆15Oct 25, 2022Updated 3 years ago