w4k2 / torchosr
The torchosr module is a set of tools for Open Set Recognition in Python, compatible with PyTorch library.
☆10Updated 11 months ago
Alternatives and similar repositories for torchosr:
Users that are interested in torchosr are comparing it to the libraries listed below
- A simple training/evaluation code of open set recognition using OpenMax (https://arxiv.org/abs/1511.06233)☆53Updated 6 years ago
- Code for Class Anchor Clustering loss for training a distance-based open set classifier☆71Updated 2 years ago
- PyTorch code for our paper: Open Set Recognition Through Deep Neural Network Uncertainty: Does Out-of-Distribution Detection Require Gene…☆90Updated 2 years ago
- Implementation of Open-Set Likelihood Maximization for Few-Shot Learning☆40Updated last year
- Open-set Recognition with Adversarial Autoencoders☆37Updated 6 years ago
- ☆35Updated 4 years ago
- ☆29Updated 3 years ago
- Code for "Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers"☆27Updated 2 years ago
- This repository focuses on the problem of Zero-Shot Open-Set Recognition (ZS-OSR), which aims to accurately classify samples from unseen…☆9Updated last year
- ☆16Updated last year
- Learning from Limited and Imperfect Data (L2ID): Classification Challenges☆18Updated 3 years ago
- ☆21Updated 2 years ago
- Try Openmax with MNIST Fashion dataset☆11Updated 6 years ago
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Updated last year
- the code for paper "Energy-Based Open-World Uncertainty Modeling for Confidence Calibration"☆41Updated 3 years ago
- ☆12Updated 4 years ago
- Code for "Multi-Task Curriculum Framework for Open-Set Semi-Supervised Learning"☆23Updated 4 years ago
- ☆51Updated 10 years ago
- Code for the Paper: "Conditional Variational Capsule Network for Open Set Recognition", Y. Guo, G. Camporese, W. Yang, A. Sperduti, L. Ba…☆44Updated last year
- ICCV2021 - training a post-hoc lightweight GAN-discriminator for open-set recognition☆124Updated 2 years ago
- Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastrea…☆44Updated 2 years ago
- Code for CVPR2020 paper: Conditional Gaussian Distribution Learning for Open Set Recognition☆37Updated 4 years ago
- Open Set Recognition☆152Updated 3 years ago
- This is the official repository for the paper "A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutio…☆61Updated 2 years ago
- ☆69Updated 6 years ago
- Counterfactual Image Generation☆84Updated 5 years ago
- [TPAMI 2022] Adversarial Reciprocal Points Learning for Open Set Recognition☆157Updated last year
- Code and results accompanying our paper titled Domain Adaptation under Open Set Label Shift☆31Updated 2 years ago
- This is an implementation of the Extreme Value Machine by Rudd et al., with minor changes from the original work.☆50Updated 6 years ago