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BAGAN: Data Augmentation with Balancing GAN
v1v2 (latest)

BAGAN: Data Augmentation with Balancing GAN

26 March 2018
G. Mariani
Florian Scheidegger
R. Istrate
C. Bekas
A. Malossi
ArXiv (abs)PDFHTML

Papers citing "BAGAN: Data Augmentation with Balancing GAN"

50 / 121 papers shown
Title
Alternative Data Augmentation for Industrial Monitoring using
  Adversarial Learning
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
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
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
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
CVBMGAN
53
1
0
26 Apr 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
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
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
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
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
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
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?
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
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
GANDRL
60
5
0
13 Jan 2022
Evaluating Generic Auto-ML Tools for Computational Pathology
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
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
Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review
Mikael Sabuhi
Ming Zhou
Cor-Paul Bezemer
Petr Musílek
AI4TSMedIm
83
34
0
22 Oct 2021
IB-GAN: A Unified Approach for Multivariate Time Series Classification
  under Class Imbalance
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
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
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
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
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
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
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
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
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
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
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
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
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)
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
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
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
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
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
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
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
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
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
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
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
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
Speech Driven Talking Face Generation from a Single Image and an Emotion Condition
Sefik Emre Eskimez
You Zhang
Z. Duan
EGVMCVBM
66
88
0
08 Aug 2020
Toward Zero-Shot Unsupervised Image-to-Image Translation
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
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
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
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
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
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
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
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
Two-Stage Resampling for Convolutional Neural Network Training in the Imbalanced Colorectal Cancer Image Classification
Michał Koziarski
36
11
0
07 Apr 2020
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