Jingkang50 / OpenOOD
Benchmarking Generalized Out-of-Distribution Detection
☆954Updated last month
Alternatives and similar repositories for OpenOOD:
Users that are interested in OpenOOD are comparing it to the libraries listed below
- 👽 Out-of-Distribution Detection with PyTorch☆289Updated this week
- The Official Repository for "Generalized OOD Detection: A Survey"☆455Updated 2 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recog…☆1,138Updated last year
- Collection of awesome test-time (domain/batch/instance) adaptation methods☆939Updated this week
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, boo…☆911Updated this week
- A comprehensive list of awesome contrastive self-supervised learning papers.☆1,268Updated 7 months ago
- ☆410Updated 3 years ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.☆1,313Updated last year
- A Survey☆557Updated 2 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,495Updated 4 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning☆1,481Updated last week
- Explainability for Vision Transformers☆947Updated 3 years ago
- A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).☆553Updated 5 months ago
- A list of papers that studies Novel Class Discovery☆478Updated 3 weeks ago
- PyTorch implementation of MoCo v3 https//arxiv.org/abs/2104.02057☆1,264Updated 3 years ago
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark☆650Updated 3 weeks ago
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"☆468Updated last year
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566☆1,192Updated 2 years ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).☆822Updated 9 months ago
- This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning mo…☆667Updated last month
- A curated list of papers in Test-time Adaptation, Test-time Training and Source-free Domain Adaptation☆499Updated 10 months ago
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆779Updated last year
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learning☆556Updated 4 years ago
- PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)☆3,268Updated last year
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,341Updated last year
- PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.☆787Updated 11 months ago
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"☆285Updated 2 years ago
- Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch☆1,815Updated 9 months ago
- Corruption and Perturbation Robustness (ICLR 2019)☆1,069Updated 2 years ago
- A curated (most recent) list of resources for Learning with Noisy Labels☆692Updated 6 months ago