Jingkang50 / OpenOODLinks
Benchmarking Generalized Out-of-Distribution Detection
β1,029Updated last month
Alternatives and similar repositories for OpenOOD
Users that are interested in OpenOOD are comparing it to the libraries listed below
Sorting:
- The Official Repository for "Generalized OOD Detection: A Survey"β457Updated 3 years ago
- π½ Out-of-Distribution Detection with PyTorchβ332Updated 3 months ago
- Out-of-distribution detection, robustness, and generalization resources. The repository contains a curated list of papers, tutorials, booβ¦β971Updated 2 months ago
- solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightningβ1,541Updated last month
- A Surveyβ572Updated 2 years ago
- β429Updated 4 years ago
- A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recogβ¦β1,191Updated last year
- This repo contains a PyTorch implementation of the paper: "Evidential Deep Learning to Quantify Classification Uncertainty"β507Updated 2 years ago
- Collection of awesome test-time (domain/batch/instance) adaptation methodsβ1,180Updated 2 months ago
- A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.β1,405Updated 2 years ago
- This repository contains a collection of surveys, datasets, papers, and codes, for predictive uncertainty estimation in deep learning moβ¦β778Updated last month
- DomainBed is a suite to test domain generalization algorithmsβ1,588Updated last month
- Code for coreset selection methodsβ254Updated 2 years ago
- Explainability for Vision Transformersβ1,059Updated 3 years ago
- A list of papers that studies Novel Class Discoveryβ515Updated this week
- PyCIL: A Python Toolbox for Class-Incremental Learningβ1,042Updated 4 months ago
- Test-time Adaptation, Test-time Training and Source-free Domain Adaptationβ530Updated last year
- Code for ICML 2022 paper "Out-of-distribution Detection with Deep Nearest Neighbors"β196Updated last year
- Official repo for our ICLR 22 Oral paper: "Open-Set Recognition: a Good Closed-Set Classifier is All You Need?"β299Updated 3 years ago
- CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmarkβ658Updated 3 months ago
- A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).β856Updated last year
- An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learniβ¦β774Updated last month
- Framework for Analysis of Class-Incremental Learning with 12 state-of-the-art methods and 3 baselines.β556Updated 2 years ago
- Corruption and Perturbation Robustness (ICLR 2019)β1,127Updated 3 years ago
- CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances (NeurIPS 2020)β284Updated 2 years ago
- Awesome things about domain generalization, including papers, code, etc.β510Updated 9 months ago
- A curated list of awesome Active Learningβ789Updated last year
- βοΈπ₯ Visual Prompt Tuning [ECCV 2022] https://arxiv.org/abs/2203.12119β1,202Updated 2 years ago
- PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566β1,225Updated 2 years ago
- Code for paper: DivideMix: Learning with Noisy Labels as Semi-supervised Learningβ575Updated 5 years ago