Optimizing skin disease diagnosis: harnessing online community data with contrastive learning and clustering techniques

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 39.5K citations

Image Classification, Convolutional Neural Network, Machine Vision +7

CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features

Sangdoo Yun, Dongyoon Han, Sanghyuk Chun et al. · 2019 · 4.5K citations

Regional Dropout, Convolutional Neural Network, Engineering +20

Training language models to follow instructions with human feedback

Long Ouyang, Jeff Wu, Xu Jiang et al. · arXiv (Cornell University) · 2022 · 4.2K citations · Full text

Artificial Intelligence, Llm Fine-tuning, Engineering +19

Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

Mathilde Caron, Ishan Misra, Julien Mairal et al. · arXiv (Cornell University) · 2020 · 1.9K citations · Full text

Engineering, Machine Learning, Unsupervised Machine Learning +18

A deep learning system for differential diagnosis of skin diseases

Nature Medicine · 2020 · 700 citations · Full text

Dermoscopic Image, Image Analysis, Machine Learning +13