CVPR2021: Out-of-Distribution Detection Using Union of 1-Dimensional Subspaces
☆22Jul 28, 2021Updated 4 years ago
Alternatives and similar repositories for OOD
Users that are interested in OOD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is an Uncertainty Study Arxiv☆12Mar 4, 2025Updated last year
- This is an official pytorch implementation of 'Group-wise Inhibition based Feature Regularization for Robust Classification' (ICCV 2021 a…☆10Dec 10, 2022Updated 3 years ago
- ☆14Oct 7, 2024Updated last year
- Official repository for the WACV2023 paper Hyperdimensional Feature Fusion for Out-of-Distribution Detection☆15Feb 26, 2023Updated 3 years ago
- Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable ? (ICML 2021)☆28Nov 28, 2022Updated 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.
- Deep Ordinal Regression Network for Monocular Depth Estimation☆12Oct 19, 2020Updated 5 years ago
- Official repository for CVPR2022 publication, ViM: Out-Of-Distribution with Virtual-logit Matching☆94Sep 18, 2023Updated 2 years ago
- [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"☆18Jul 7, 2023Updated 2 years ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 3 years ago
- On the Importance of Gradients for Detecting Distributional Shifts in the Wild☆56Aug 3, 2022Updated 3 years ago
- Code for ECCV 2022 paper "DICE: Leveraging Sparsification for Out-of-Distribution Detection"☆41Sep 28, 2022Updated 3 years ago
- ☆60May 8, 2023Updated 3 years ago
- ECCV24, NeurIPS24, CVPR26*2, Benchmarking Generalized Out-of-Distribution Detection with Vision-Language Models☆33Apr 12, 2026Updated last month
- ☆33May 19, 2023Updated 3 years ago
- 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.
- [ICCV 2023 Oral] Official PyTorch implementation of our paper for semi-supervised continual learning "A soft nearest-neighbor framework f…☆25Dec 17, 2024Updated last year
- ☆35Jan 3, 2022Updated 4 years ago
- Laplacian-Pyramid-Reconstruction-and-Refinement-for-Semantic-Segmentation in Pytorch☆12Nov 3, 2018Updated 7 years ago
- Code for NeurIPS 2021 paper "ReAct: Out-of-distribution Detection With Rectified Activations"☆57Mar 24, 2022Updated 4 years ago
- ☆12Dec 4, 2021Updated 4 years ago
- MOS: Towards Scaling Out-of-distribution Detection for Large Semantic Space☆100Jun 28, 2021Updated 4 years ago
- PyTorch implementation of POEM (Out-of-distribution detection with posterior sampling), ICML 2022☆28May 6, 2023Updated 3 years ago
- ☆434Aug 28, 2021Updated 4 years ago
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆22Nov 3, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆35Aug 4, 2022Updated 3 years ago
- Official implementation for "An image is worth multiple words: discovering object level concepts using multi-concepts prompts learning" […☆17Jul 16, 2024Updated last year
- ☆13Jun 10, 2022Updated 3 years ago
- A simple and effective method for detecting out-of-distribution images in neural networks.☆546Oct 12, 2021Updated 4 years ago
- ☆46Oct 26, 2021Updated 4 years ago
- 1D Wasserstein Statistical Loss in Pytorch☆29Jun 9, 2020Updated 5 years ago
- Official Pytorch implementation of "Visual Recognition with Deep Nearest Centroids". (ICLR2023 Spotlight)☆69Feb 1, 2023Updated 3 years ago
- Continual / incremental / lifelong learning methods implemented by PyTorch. Especially the methods based on memory replay.☆53May 8, 2023Updated 3 years ago
- Supplementary material to reproduce "Multivariate Deep Evidential Regression"☆21Feb 25, 2022Updated 4 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.
- This is a public repository for:☆38Aug 11, 2021Updated 4 years ago
- [SafeAI'21] Feature Space Singularity for Out-of-Distribution Detection.☆79Feb 15, 2021Updated 5 years ago
- Addressing Failure Prediction by Learning Model Confidence☆174Nov 29, 2022Updated 3 years ago
- Code repository for the paper - "Neural Priming for Sample-Efficient Adaptation"☆14Nov 13, 2023Updated 2 years ago
- Official Implementation of VarDrop(AAAI25)☆21Oct 23, 2025Updated 7 months ago
- Learning Multi-Attention Convolutional Neural Network for Fine-GrainedImage Recognition☆12May 28, 2021Updated 4 years ago
- ☆13Apr 1, 2022Updated 4 years ago