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BAGAN: Data Augmentation with Balancing GAN

26 March 2018

Papers citing "BAGAN: Data Augmentation with Balancing GAN"

50 / 121 papers shown

Title
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning Silvan Mertes A. Margraf Steffen Geinitz Elisabeth André 34 2 0 09 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 128 432 0 03 May 2022
Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion Zhenwei Tang Shichao Pei Zhao Zhang Yongchun Zhu Fuzhen Zhuang Robert Hoehndorf Xiangliang Zhang 81 34 0 02 May 2022
Intercategorical Label Interpolation for Emotional Face Generation with Conditional Generative Adversarial Networks Silvan Mertes Dominik Schiller Florian Lingenfelser Thomas Kiderle Valentin Kroner Lama Diab Elisabeth André CVBM GAN 53 1 0 26 Apr 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation Jianglin Fu Shikai Li Yuming Jiang Kwan-Yee Lin Chao Qian Chen Change Loy Wayne Wu Ziwei Liu 3DH 112 151 0 25 Apr 2022
Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition S. Latif R. Rana Sara Khalifa Raja Jurdak Björn Schuller 109 50 0 19 Apr 2022
SpoofGAN: Synthetic Fingerprint Spoof Images Steven A. Grosz A.K. Jain 85 20 0 13 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 73 37 0 10 Apr 2022
Conditional Generative Data Augmentation for Clinical Audio Datasets Matthias Seibold A. Hoch Mazda Farshad Nassir Navab Philipp Fürnstahl MedIm 40 13 0 22 Mar 2022
RareGAN: Generating Samples for Rare Classes Zinan Lin Hao Liang Giulia Fanti Vyas Sekar GAN 48 11 0 20 Mar 2022
Do Deep Networks Transfer Invariances Across Classes? Allan Zhou Fahim Tajwar Alexander Robey Tom Knowles George J. Pappas Hamed Hassani Chelsea Finn OOD 73 18 0 18 Mar 2022
Conditional Variational Autoencoder with Balanced Pre-training for Generative Adversarial Networks Yuan Yao X. Wangr Yuan Ma Han Fang Jiaying Wei Liyuan Chen Ali Anaissi Ali Braytee GAN DRL 60 5 0 13 Jan 2022
Evaluating Generic Auto-ML Tools for Computational Pathology L. O. Schwen D. Schacherer C. Geißler A. Homeyer 61 12 0 07 Dec 2021
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 213 107 0 10 Nov 2021
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review Mikael Sabuhi Ming Zhou Cor-Paul Bezemer Petr Musílek AI4TS MedIm 83 34 0 22 Oct 2021
IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance Grace Deng Cuize Han T. Dreossi Clarence Lee David S. Matteson AI4TS 64 10 0 14 Oct 2021
An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification Chongsheng Zhang Paolo Soda Jingjun Bi Gaojuan Fan G. Almpanidis S. García 93 41 0 01 Sep 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 55 26 0 22 Jul 2021
GAN-based Data Augmentation for Chest X-ray Classification Shobhita Sundaram Neha Hulkund MedIm 77 36 0 07 Jul 2021
Optimal Binary Classification Beyond Accuracy Shashank Singh Justin Khim FaML 48 6 0 05 Jul 2021
Game of GANs: Game-Theoretical Models for Generative Adversarial Networks Monireh Mohebbi Moghadam Bahar Boroumand Mohammad Jalali Arman Zareian Alireza Daei Javad M. Manshaei Marwan Krunz GAN 114 31 0 13 Jun 2021
MixerGAN: An MLP-Based Architecture for Unpaired Image-to-Image Translation George Cazenavette Manuel Ladron de Guevara 72 17 0 28 May 2021
DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data Damien Dablain Bartosz Krawczyk Nitesh Chawla 93 282 0 05 May 2021
Data Augmentation in High Dimensional Low Sample Size Setting Using a Geometry-Based Variational Autoencoder Clément Chadebec Elina Thibeau-Sutre Ninon Burgos S. Allassonnière 129 69 0 30 Apr 2021
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy Izabela Horvath Johannes C. Paetzold Oliver Schoppe Rami Al-Maskari Ivan Ezhov Suprosanna Shit Hongwei Bran Li Ali Ertuerk Bjoern Menze MedIm 61 9 0 22 Apr 2021
Memory-guided Unsupervised Image-to-image Translation Somi Jeong Youngjung Kim Eungbean Lee Kwanghoon Sohn VLM 60 43 0 12 Apr 2021
Distilling and Transferring Knowledge via cGAN-generated Samples for Image Classification and Regression Xin Ding Z. J. Wang Zuheng Xu Z. Jane Wang William J. Welch 133 22 0 07 Apr 2021
Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks Xuelong Li Kai-chang Kou Bin Zhao GAN 63 34 0 09 Mar 2021
On the Fairness of Generative Adversarial Networks (GANs) Patrik Kenfack Daniil Dmitrievich Arapovy Rasheed Hussain S. M. Ahsan Kazmi A. Khan GAN 72 23 0 01 Mar 2021
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case Studies Pourya Shamsolmoali Masoumeh Zareapoor Eric Granger Huiyu Zhou Ruili Wang M. E. Celebi Jie Yang EGVM 129 142 0 26 Dec 2020
Removing Class Imbalance using Polarity-GAN: An Uncertainty Sampling Approach K. Deepshikha Anugunj Naman GAN 36 11 0 09 Dec 2020
Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer Zidi Xiu Junya Chen Ricardo Henao B. Goldstein Lawrence Carin Chenyang Tao 68 10 0 25 Nov 2020
GAN based ball screw drive picture database enlargement for failure classification T. Schlagenhauf Chenwei Sun J. Fleischer AI4CE 21 0 0 20 Nov 2020
Enhanced Balancing GAN: Minority-class Image Generation Gaofeng Huang Amir Jafari GAN 43 73 0 31 Oct 2020
FLANNEL: Focal Loss Based Neural Network Ensemble for COVID-19 Detection Zhi Qiao Austin Bae Lucas Glass Cao Xiao Jimeng Sun 78 30 0 30 Oct 2020
Teaching a GAN What Not to Learn Siddarth Asokan C. Seelamantula GAN 67 19 0 29 Oct 2020
Generative Adversarial Networks in Human Emotion Synthesis:A Review Noushin Hajarolasvadi M. A. Ramírez H. Demirel GAN 69 22 0 28 Oct 2020
EvolGAN: Evolutionary Generative Adversarial Networks Baptiste Roziere F. Teytaud Vlad Hosu Hanhe Lin Jérémy Rapin M. Zameshina O. Teytaud GAN 59 14 0 28 Sep 2020
ExGAN: Adversarial Generation of Extreme Samples Siddharth Bhatia Arjit Jain Bryan Hooi 80 44 0 17 Sep 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 104 121 0 15 Aug 2020
Speech Driven Talking Face Generation from a Single Image and an Emotion Condition Sefik Emre Eskimez You Zhang Z. Duan EGVM CVBM 66 88 0 08 Aug 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation Yuanqi Chen Xiaoming Yu Shan Liu Ge Li 51 1 0 28 Jul 2020
Learning End-to-End Action Interaction by Paired-Embedding Data Augmentation Ziyang Song Zejian Yuan Chong Zhang Wanchao Chi Yonggen Ling Shenghao Zhang 47 1 0 16 Jul 2020
Are you wearing a mask? Improving mask detection from speech using augmentation by cycle-consistent GANs Nicolae-Cuatualin Ristea Radu Tudor Ionescu CVBM 93 41 0 17 Jun 2020
Generative Adversarial Networks for Bitcoin Data Augmentation Francesco Zola Jan L. Bruse Xabier Etxeberria Barrio M. Galar Raul Orduna Urrutia GAN 62 8 0 27 May 2020
Class-Weighted Classification: Trade-offs and Robust Approaches Ziyu Xu Chen Dan Justin Khim Pradeep Ravikumar 73 39 0 26 May 2020
Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies Minhyeok Lee Junhee Seok GAN 81 26 0 19 May 2020
Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier Zhanhong Zhou Xiaolong Zhai C. Tin 38 31 0 10 Apr 2020
Multiclass Classification via Class-Weighted Nearest Neighbors Justin Khim Ziyu Xu Shashank Singh 25 1 0 09 Apr 2020
Two-Stage Resampling for Convolutional Neural Network Training in the Imbalanced Colorectal Cancer Image Classification Michał Koziarski 36 11 0 07 Apr 2020