Denoising Adversarial Autoencoders: Classifying Skin Lesions Using
Limited Labelled Training Data

Denoising Adversarial Autoencoders: Classifying Skin Lesions Using Limited Labelled Training Data

2 January 2018

Antonia Creswell

Anil A Bharath

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Papers citing "Denoising Adversarial Autoencoders: Classifying Skin Lesions Using Limited Labelled Training Data"

14 / 14 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 298 30,152 0 01 Mar 2022
Skin Lesion Analysis Toward Melanoma Detection: A Challenge at the 2017 International Symposium on Biomedical Imaging (ISBI), Hosted by the International Skin Imaging Collaboration (ISIC) Noel Codella D. Gutman M. E. Celebi Brian Helba Michael Marchetti ... Aadi Kalloo Konstantinos Liopyris N. Mishra Harald Kittler Allan Halpern 97 2,082 0 13 Oct 2017
RECOD Titans at ISIC Challenge 2017 Afonso Menegola Julia Tavares Michel Fornaciali Lin Tzy Li Sandra Avila Eduardo Valle 77 116 0 14 Mar 2017
Automatic Skin Lesion Analysis using Large-scale Dermoscopy Images and Deep Residual Networks Lei Bi Jinman Kim Euijoon Ahn Dagan Feng MedIm 74 199 0 12 Mar 2017
Image Classification of Melanoma, Nevus and Seborrheic Keratosis by Deep Neural Network Ensemble Kazuhisa Matsunaga Akira Hamada A. Minagawa H. Koga 70 164 0 09 Mar 2017
Incorporating the Knowledge of Dermatologists to Convolutional Neural Networks for the Diagnosis of Skin Lesions I. González-Díaz 128 80 0 06 Mar 2017
Skin Lesion Analysis Towards Melanoma Detection Using Deep Learning Network Yuexiang Li Linlin Shen MedIm 74 535 0 02 Mar 2017
ISIC 2017 - Skin Lesion Analysis Towards Melanoma Detection Matt Berseth 55 167 0 01 Mar 2017
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC) David Gutman Noel Codella Emre M. Celebi Brian Helba Michael Marchetti N. Mishra Allan Halpern 84 663 0 04 May 2016
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 276 14,027 0 19 Nov 2015
Denoising Criterion for Variational Auto-Encoding Framework Daniel Jiwoong Im Sungjin Ahn Roland Memisevic Yoshua Bengio 83 196 0 19 Nov 2015
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 106 2,228 0 18 Nov 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 458 16,922 0 20 Dec 2013
Generalized Denoising Auto-Encoders as Generative Models Yoshua Bengio L. Yao Guillaume Alain Pascal Vincent 131 540 0 29 May 2013