Contrastive label correction for noisy label learning

Image classification with deep learning in the presence of noisy labels: A survey

Görkem Algan, İlkay Ulusoy · Knowledge-Based Systems · 2021 · 336 citations · Full text

Computing, Computer Science, Computer Vision +15

Stability Analysis of the Modified Levenberg–Marquardt Algorithm for the Artificial Neural Network Training

José de Jesús Rubio · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 238 citations

Computing, Computer Science, Mathematics +13

Lightweight Convolutional Neural Network Model for Human Face Detection in Risk Situations

Michał Wieczorek, Marcin Woźniak, Sahil Garg et al. · IEEE Transactions on Industrial Informatics · 2021 · 131 citations

Computing, Computer Science, Computer Vision +14

Decoupling "when to update" from "how to update"

Eran Malach, Shai Shalev‐Shwartz · arXiv (Cornell University) · 2017 · 127 citations · Full text

Computing, Computer Science, Computer Vision +12

Self-Adaptive Training: beyond Empirical Risk Minimization

Lang Huang, Chao Zhang · arXiv (Cornell University) · 2020 · 88 citations · Full text

Computing, Computer Science, Artificial Intelligence +16