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BAGAN: Data Augmentation with Balancing GAN

26 March 2018

Papers citing "BAGAN: Data Augmentation with Balancing GAN"

21 / 121 papers shown

Title
Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks Pourya Shamsolmoali Masoumeh Zareapoor Linlin Shen A. Sadka Jie Yang GAN MedIm 82 66 0 05 Apr 2020
Towards Fair Cross-Domain Adaptation via Generative Learning Tongxin Wang Zhengming Ding Wei Shao Haixu Tang Kun Huang TTA 86 9 0 04 Mar 2020
PMC-GANs: Generating Multi-Scale High-Quality Pedestrian with Multimodal Cascaded GANs Jie Wu Ying Peng Chenghao Zheng Zongbo Hao Jian Zhang GAN 57 5 0 30 Dec 2019
Expansion of Cyber Attack Data From Unbalanced Datasets Using Generative Techniques Ibrahim Yilmaz Rahat Masum 117 14 0 10 Dec 2019
Selective Synthetic Augmentation with Quality Assurance Yuan Xue Jiarong Ye L. R. Long Sameer Kiran Antani Z. Xue Xiaolei Huang MedIm 50 4 0 09 Dec 2019
Mining Domain Knowledge: Improved Framework towards Automatically Standardizing Anatomical Structure Nomenclature in Radiotherapy Qiming Yang H. Chao D. Nguyen Steve B. Jiang 66 7 0 04 Dec 2019
This dataset does not exist: training models from generated images Victor Besnier Himalaya Jain Andrei Bursuc Matthieu Cord P. Pérez DD 54 87 0 07 Nov 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 49 122 0 25 Oct 2019
CMTS: Conditional Multiple Trajectory Synthesizer for Generating Safety-critical Driving Scenarios Wenhao Ding Mengdi Xu Ding Zhao 93 54 0 17 Sep 2019
Data preprocessing to mitigate bias: A maximum entropy based approach L. E. Celis Vijay Keswani Nisheeth K. Vishnoi 28 2 0 05 Jun 2019
Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection K. Nikolaidis Stein Kristiansen V. Goebel T. Plagemann Knut Liestøl Mohan S. Kankanhalli AI4TS 66 22 0 22 May 2019
Data Augmentation Using GANs Fabio Tanaka Claus Aranha 54 203 0 19 Apr 2019
Implicit Pairs for Boosting Unpaired Image-to-Image Translation Y. Ginger Dov Danon Hadar Averbuch-Elor Daniel Cohen-Or 75 2 0 15 Apr 2019
Gradient based sample selection for online continual learning Rahaf Aljundi Min Lin Baptiste Goujaud Yoshua Bengio BDL CLL 146 840 0 20 Mar 2019
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Changhee Han K. Murao T. Noguchi Yusuke Kawata F. Uchiyama L. Rundo Hideki Nakayama Shiníchi Satoh MedIm 66 100 0 26 Feb 2019
Generative Image Translation for Data Augmentation of Bone Lesion Pathology Anant Gupta S. Venkatesh S. Chopra C. Ledig GAN MedIm 73 41 0 06 Feb 2019
Adversarial Classifier for Imbalanced Problems Ehsan Montahaei Mahsa Ghorbani M. Baghshah Hamid R. Rabiee 68 12 0 21 Nov 2018
Conditional Generative Refinement Adversarial Networks for Unbalanced Medical Image Semantic Segmentation Mina Rezaei Haojin Yang Christoph Meinel GAN SSeg MedIm 92 21 0 09 Oct 2018
Cavity Filling: Pseudo-Feature Generation for Multi-Class Imbalanced Data Problems in Deep Learning Tomohiko Konno M. Iwazume 18 4 0 17 Jul 2018
Unsupervised Attention-guided Image to Image Translation Youssef A. Mejjati Christian Richardt James Tompkin Darren Cosker K. Kim 84 310 0 06 Jun 2018
TAPAS: Train-less Accuracy Predictor for Architecture Search R. Istrate Florian Scheidegger G. Mariani Dimitrios S. Nikolopoulos C. Bekas A. Malossi OOD 93 76 0 01 Jun 2018