Learning to Compose Domain-Specific Transformations for Data
Augmentation

Learning to Compose Domain-Specific Transformations for Data Augmentation

6 September 2017

Alexander J. Ratner

Henry R. Ehrenberg

Jared A. Dunnmon

Christopher Ré

Papers citing "Learning to Compose Domain-Specific Transformations for Data Augmentation"

7 / 57 papers shown

Title
Hydranet: Data Augmentation for Regression Neural Networks Florian Dubost Gerda Bortsova H. Adams M. Ikram W. Niessen Meike W. Vernooij Marleen de Bruijne MedIm 21 9 0 12 Jul 2018
Data augmentation instead of explicit regularization Alex Hernández-García Peter König 30 141 0 11 Jun 2018
Unsupervisedly Training GANs for Segmenting Digital Pathology with Automatically Generated Annotations M. Gadermayr Laxmi Gupta B. Klinkhammer P. Boor Dorit Merhof GAN MedIm 28 21 0 25 May 2018
A Kernel Theory of Modern Data Augmentation Tri Dao Albert Gu Alexander J. Ratner Virginia Smith Christopher De Sa Christopher Ré 27 190 0 16 Mar 2018
Hydra: an Ensemble of Convolutional Neural Networks for Geospatial Land Classification Rodrigo Minetto Maurício Pamplona Segundo Sudeep Sarkar 42 132 0 10 Feb 2018
Boundary Optimizing Network (BON) Marco Singh A. Pai 22 0 0 08 Jan 2018
RenderGAN: Generating Realistic Labeled Data Leon Sixt Benjamin Wild Tim Landgraf GAN 170 176 0 04 Nov 2016