Noisy_Dropout_regularization

Similar projects

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

• 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

• 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

• miguelvr/dropblock589

  Convolutional regularizer

  Regularizes convolutional networks by randomly dropping units in contiguous regions of feature maps

• 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.

• hitcszx/lnl_sr46

  Label regularization

  An implementation of a regularization technique to improve the accuracy of deep learning models trained with noisy labels.

• chenpf1025/noisy_label_understanding_utilizing90

  Label noise study

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

• ryo-ito/noisy-labels-neural-network5

  Noisy label trainer

  An implementation of a neural network training method using noisy labels

• xiaoboxia/t-revision97

  Noisy label solver

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

• 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.

• xiaoboxia/cdr75

  Label noise mitigation method

  An implementation of a PyTorch-based deep learning method to improve robustness against noisy labels in image classification tasks

• cysu/noisy_label116

  Noisy Label Training

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

• 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.

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

  Noisy label learning

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

• vdenberg/noisy-label-neural-network3

  Noisy Label Algorithm

  An implementation of a neural network algorithm designed to improve performance on noisy labeled data