BXSHIN

awesome_OpenSetRecognition_list

A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition

C-HMCNN

Code for paper: "Coherent Hierarchical Multi-Label Classification Networks"

cac-openset

Code for Class Anchor Clustering loss for training a distance-based open set classifier

centroids-reid

On the Unreasonable Effectiveness of Centroids in Image Retrieval

covid-19-xray-dataset

12000+ manually drawn pixel-level lung segmentations, with and without covid

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

DisCo-pytorch

Code for DisCo: Remedy Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning

gcm-cf

[CVPR 2021] Released code for Counterfactual Zero-Shot and Open-Set Visual Recognition

HCL

hierarchicalContrastiveLearning

hyperbolic-image-embeddings

Supplementary code for the paper "Hyperbolic Image Embeddings".

Hyperbolic_ZSL

Hyperbolic Visual Embedding Learning for Zero-Shot Recognition (CVPR 2020)

inat_comp

iNaturalist competition details

libMR

Library for Meta-Recognition and Weibull based calibration of SVM data.

machine-learning-notes

This is the notes of the way of machine learning study. You may find something useful in it.

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

NYCU-Thesis-Template

A NYCU thesis template

odin

A simple and effective method for detecting out-of-distribution images in neural networks.

Open-Set-Recognition

Open Set Recognition

OpenNRE

An Open-Source Package for Neural Relation Extraction (NRE)

OpenOOD

Benchmarking Generalized Out-of-Distribution Detection

osr-ood-ad-methods

This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges".

osr_closed_set_all_you_need

Official repo for our paper: "Open-Set Recognition: A Good Closed-Set Classifier is All You Need"

pytorch-efficientnet

Pytorch EfficientNetV2 EfficientNetV1 with pretrained weights

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

TCL

Twin Contrastive Learning with Noisy Labels (CVPR 2023)

The-Art-of-Linear-Algebra

Graphic notes on Gilbert Strang's "Linear Algebra for Everyone"

vision_transformer

visual-chatgpt

Official repo for the paper: Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

WACV-2023-Papers