noisy-label-neural-network

ryo-ito/noisy-labels-neural-network5

Noisy label trainer

An implementation of a neural network training method using noisy labels

dr-darryl-wright/noisy-labels-with-bootstrapping22

Deep learning on noisy data

An implementation of training deep neural networks on noisy labels with bootstrapping using Keras

udibr/noisy_labels118

Label correction mechanism

This project explores how to adapt neural networks to noisy labels by introducing a mechanism that can learn to correct the errors.

chenpf1025/noisy_label_understanding_utilizing90

Label noise study

An investigation into deep learning models trained with noisy labels and methods to improve their accuracy.

delchiaro/training-cnn-noisy-labels-keras6

Label noise handler

An implementation of a deep learning training method for handling noisy labels in convolutional neural networks using the VGG-16 network architecture.

weijiaheng/advances-in-label-noise-learning696

Noisy label learning

A curated collection of papers and resources on learning with noisy labels in machine learning

chenpf1025/idn35

Label noise toolset

Provides tools and data for studying instance-dependent label noise in deep neural networks, with a focus on combating noisy labels

kthyeon/fine_official39

Sample selection

Implementation of a method to improve machine learning models trained with noisy labels by selecting and collaborating with high-quality samples

cysu/noisy_label116

Noisy Label Training

A repository providing code and scripts for training image classification models on noisy labeled data

uds-lsv/multi-tasking_learning_with_unreliable_labels8

Noisy label handling tool

An open source software project that extends an existing algorithm to handle noisy labels in machine learning for low-resource data generation.

paulalbert31/labelnoisecorrection221

Label noise correction algorithm

An implementation of an unsupervised label noise modeling and loss correction approach for deep learning.

moucheng2017/med-noisy-labels71

Label correction library

Provides PyTorch implementation of a method to address noisy labels in medical image segmentation.

nust-machine-intelligence-laboratory/jo-src5

Noisy label solver

An implementation of a contrastive learning approach to address noisy labels in machine learning models

gorkemalgan/deep_learning_with_noisy_labels_literature235

Deep Learning Study

A collection of papers and repos on deep learning with noisy labels.

xiaoboxia/t-revision97

Noisy label solver

A PyTorch implementation of a method for learning with noisy labels in deep neural networks