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
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆79Feb 15, 2021Updated 5 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 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.
- Code for CVPR2021 paper: MOOD: Multi-level Out-of-distribution Detection☆38Sep 4, 2023Updated 2 years ago
- Uncertainty quantification for in-context learning of large language models☆15Apr 1, 2024Updated 2 years ago
- Paper of out of distribution detection and generalization☆57Aug 23, 2023Updated 2 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
- 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
- Background resampling for out-of-distribution detection☆13Mar 27, 2020Updated 6 years ago
- Code for ECML-PKDD 2022 Paper --- CMG: A Class-Mixed Generation Approach to Out-of-Distribution Detection☆12Oct 12, 2022Updated 3 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆101Jun 28, 2021Updated 5 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.
- RSNA 2024 Lumbar Spine Degenerative Classification 4th place solution☆11Oct 10, 2024Updated last year
- Hyperparameter-Free Out-of-Distribution Detection Using Softmax of Scaled Cosine Similarity☆31Oct 3, 2023Updated 2 years ago
- Code for "Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference" (NeurIPS Bayesian Deep Learning W…☆25Jan 25, 2020Updated 6 years ago
- (Unofficial) Tensorflow implementation of Adversarial Latent Autoencoder (ALAE, Pidhorskyi et al., 2020)☆11Sep 8, 2020Updated 5 years ago
- The Official Implementation of the ICCV-2021 Paper: Semantically Coherent Out-of-Distribution Detection.☆70Mar 21, 2022Updated 4 years ago
- Get up and running quickly with an AI agent application on AWS using Bedrock AgentCore☆29Nov 3, 2025Updated 7 months ago
- Multi-class Data Description for Out-of-distribution Detection☆22Apr 7, 2021Updated 5 years ago
- ☆16May 25, 2022Updated 4 years ago
- ☆17Nov 22, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ECCV2022☆15Aug 19, 2022Updated 3 years ago
- Out-of-distribution Detection via Generation - NeurIPS 2019☆18Oct 5, 2019Updated 6 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
- ☆12Aug 20, 2023Updated 2 years ago
- This repository lists some awesome public Open World object detection series projects.☆31Feb 22, 2024Updated 2 years ago
- ☆14Sep 28, 2020Updated 5 years ago
- Github for the conference paper GLOD-Gaussian Likelihood OOD detector☆16Apr 18, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆14Aug 5, 2024Updated last year
- Awesome-open-world-learning☆26Oct 19, 2021Updated 4 years ago
- Finetune LayoutLM on SROIE dataset using W&B tools☆19Dec 2, 2021Updated 4 years ago
- Demo code release for TPTLN: Combining the theoretical bound and deep adversarial network for machinery open-set diagnosis transfer☆51Jan 12, 2023Updated 3 years ago
- Out-of-distribution detection using the pNML regret. NeurIPS2021☆25Dec 20, 2024Updated last year
- 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