Software

BCM: Base-class mining

A surprisingly simple approach to generalized few-shot semantic segmentation
[code (Python)] [Papers with Code]

Flooding

Do we need zero training loss after achieving zero training error?
[code (Python)]

pywsl: python codes for weakly-supervised learning

A package contains several implementations of weakly-supervised learning methods
[code (Python)]

PNU-AUC Optimization

Semi-supervised AUC optimization based on positive-unlabeled learning
[code (MATLAB)]

PNU Classification

Semi-supervised classification based on classification from positive and unlabeled data
[code (MATLAB)] [code (Python)]

R-LSLDGC

Least-squares log-density clustering for Riemannian manifolds
[code (MATLAB)]

mLSMI

Least-squares mutual information with multiplicative kernel models
[code (MATLAB)]