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 4 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 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
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆80Feb 15, 2021Updated 5 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆42Sep 28, 2022Updated 4 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Sep 4, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Reproducing experimental results of OOD-by-MCD [Yu and Aizawa et al. ICCV 2019]☆30Dec 8, 2019Updated 6 years ago
- Uncertainty quantification for in-context learning of large language models☆15Apr 1, 2024Updated 2 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆102Jun 28, 2021Updated 5 years ago
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Mar 21, 2022Updated 4 years ago
- Code for ECML-PKDD 2022 Paper --- CMG: A Class-Mixed Generation Approach to Out-of-Distribution Detection☆13Oct 12, 2022Updated 4 years ago
- Code for TMLR 2023 paper "OpenCon: Open-world Contrastive Learning"☆37May 11, 2023Updated 3 years ago
- Paper of out of distribution detection and generalization☆58Aug 23, 2023Updated 3 years ago
- Background resampling for out-of-distribution detection☆13Mar 27, 2020Updated 6 years ago
- NeurIPS22 "RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection" and T-PAMI Extension☆20Feb 21, 2025Updated last year
- 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.
- This is a code repository for paper OODformer: Out-Of-Distribution Detection Transformer☆40Oct 20, 2021Updated 5 years ago
- Benchmarking Generalized Out-of-Distribution Detection☆1,086Dec 1, 2025Updated 11 months ago
- Deep Structured Energy Based Model☆11Jan 6, 2018Updated 8 years ago
- ECCV2022☆15Aug 19, 2022Updated 4 years ago
- Codebase used in the paper "Foundational Models for Continual Learning: An Empirical Study of Latent Replay".☆29Jan 24, 2023Updated 3 years ago
- Code for Learning Bregman Divergences☆12Oct 23, 2021Updated 5 years ago
- Multi-class Data Description for Out-of-distribution Detection☆22Apr 7, 2021Updated 5 years ago
- lightweight, fast and robust columnar dataframe for data analytics with online update☆23Aug 14, 2021Updated 5 years ago
- Code and Data for "Language Modeling with Editable External Knowledge"☆41Jun 19, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- The Ultimate Reference for Out of Distribution Detection with Deep Neural Networks☆116Dec 31, 2019Updated 6 years ago
- Github for the conference paper GLOD-Gaussian Likelihood OOD detector☆16Apr 18, 2022Updated 4 years ago
- T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation☆21Apr 11, 2023Updated 3 years ago
- ☆13Aug 20, 2023Updated 3 years ago
- The Additive Margin SincNet (AM-SincNet) is a new approach for speaker recognition problems which is based in the neural network architec…☆46Oct 3, 2023Updated 3 years ago
- ☆23Jun 15, 2022Updated 4 years ago
- [CVPR 2023] Modeling Inter-Class and Intra-Class Constraints in Novel Class Discovery☆28Dec 31, 2023Updated 2 years ago
- MATLAB codes for several tensor based methods for hypergraph partitioning and subspace clustering☆15Sep 26, 2018Updated 8 years ago
- ☆18Nov 22, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for Context is Everything: Finding Meaning Statistically in Semantic Spaces.☆16Apr 28, 2018Updated 8 years ago
- Code for research paper "Learning a Neural Network based Representation for Open Set Recognition" M. Hassen, P. K. Chan☆26Jun 14, 2020Updated 6 years ago
- ☆39Oct 11, 2023Updated 3 years ago
- ☆26Mar 17, 2023Updated 3 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆28May 13, 2019Updated 7 years ago
- This is the implementation of the 4th place solution (yu4u's part) for CZII - CryoET Object Identification at Kaggle.☆16Mar 7, 2025Updated last year
- ☆29Nov 5, 2020Updated 5 years ago