Data augmentation instead of explicit regularization

Data augmentation instead of explicit regularization

11 June 2018

Alex Hernández-García

Papers citing "Data augmentation instead of explicit regularization"

15 / 65 papers shown

Title
Semi-Supervised Learning with Data Augmentation for End-to-End ASR F. Weninger F. Mana R. Gemello Jesús Andrés-Ferrer P. Zhan 15 30 0 27 Jul 2020
Learning Data Augmentation with Online Bilevel Optimization for Image Classification Saypraseuth Mounsaveng I. Laradji Ismail Ben Ayed David Vazquez M. Pedersoli 6 36 0 25 Jun 2020
Keep Your AI-es on the Road: Tackling Distracted Driver Detection with Convolutional Neural Networks and Targeted Data Augmentation Nikka Mofid Jasmine Bayrooti S. Ravi 15 6 0 19 Jun 2020
An Empirical Analysis of the Impact of Data Augmentation on Knowledge Distillation Deepan Das Haley Massa Abhimanyu Kulkarni Theodoros Rekatsinas 8 18 0 06 Jun 2020
Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey Andrea Borghesi Federico Baldo M. Milano AI4CE 14 35 0 19 May 2020
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan J. C. V. Gemert 195 232 0 16 Mar 2020
Data augmentation with Mobius transformations Sharon Zhou Jiequan Zhang Hang Jiang T. Lundh A. Ng 6 20 0 07 Feb 2020
Adversarial Learning of General Transformations for Data Augmentation Saypraseuth Mounsaveng David Vazquez Ismail Ben Ayed M. Pedersoli 6 10 0 21 Sep 2019
Plexus Convolutional Neural Network (PlexusNet): A novel neural network architecture for histologic image analysis Okyaz Eminaga M. Abbas C. Kunder A. Loening Jeanne Shen J. Brooks C. Langlotz D. Rubin 4 3 0 24 Aug 2019
Safe Augmentation: Learning Task-Specific Transformations from Data Irynei Baran Orest Kupyn A. Kravchenko 6 2 0 30 Jul 2019
Learning robust visual representations using data augmentation invariance Alex Hernández-García Peter König Tim C Kietzmann OOD 8 10 0 11 Jun 2019
Fast AutoAugment Sungbin Lim Ildoo Kim Taesup Kim Chiheon Kim Sungwoong Kim 17 588 0 01 May 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 6 2,282 0 29 Apr 2019
Automated brain extraction of multi-sequence MRI using artificial neural networks Fabian Isensee Marianne Schell I. Tursunova G. Brugnara D. Bonekamp ... S. Heiland Wolfgang Wick Martin Bendszus Klaus Hermann Maier-Hein Philipp Kickingereder 6 474 0 31 Jan 2019
Synergy Effect between Convolutional Neural Networks and the Multiplicity of SMILES for Improvement of Molecular Prediction Talia B. Kimber Sebastian Engelke Igor V. Tetko Eric Bruno Guillaume Godin 11 36 0 11 Dec 2018