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Similar projects

Found by comparing what the projects do, not just their names.

• chenpf1025/noisy_label_understanding_utilizing90

  Label noise study

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

• qizhouwang/instance-dependent-label-noise9

  Label correction model

  Tackles label noise in machine learning by developing a probabilistic model to correct instance-dependent errors

• hjimce/o2u-net77

  Label noise detector

  An approach to detect noise in labels used with deep neural networks during training

• hongxin001/odnl19

  Label noise mitigator

  An implementation of a method to improve model robustness against inherent label noise in machine learning models

• weijiaheng/advances-in-label-noise-learning696

  Noisy label learning

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

• 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

• 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.

• 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.

• 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.

• pxiangwu/topofilter30

  Label noise mitigation

  Develops and evaluates machine learning algorithms to mitigate the effects of noisy labels in supervised learning.

• gorkemalgan/deep_learning_with_noisy_labels_literature235

  Deep Learning Study

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

• paulalbert31/labelnoisecorrection221

  Label noise correction algorithm

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

• ucsc-real/cal47

  Label noise trainer

  An implementation of a method to learn with instance-dependent label noise in deep learning models using PyTorch

• ijindal/noisy_dropout_regularization11

  Noisy Dropout Regularization

  This project explores training deep neural networks using noisy labels with dropout regularization to improve robustness.

• xiaoboxia/t-revision97

  Noisy label solver

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