v1v2 (latest)

BAGAN: Data Augmentation with Balancing GAN

26 March 2018

Papers citing "BAGAN: Data Augmentation with Balancing GAN"

50 / 121 papers shown

Title
Multi-Objective Recommendation in the Era of Generative AI: A Survey of Recent Progress and Future Prospects Zihan Hong Yushi Wu Zhiting Zhao Shanshan Feng Jianghong Ma Jiao Liu Tianjun Wei 3DV 22 0 0 20 Jun 2025
SMOGAN: Synthetic Minority Oversampling with GAN Refinement for Imbalanced Regression Shayan Alahyari Mike Domaratzki 135 0 0 29 Apr 2025
Intelligent Attacks and Defense Methods in Federated Learning-enabled Energy-Efficient Wireless Networks Han Zhang Hao Zhou Medhat H. M. Elsayed Majid Bavand Raimundas Gaigalas Yigit Ozcan Melike Erol-Kantarci AAML 122 0 0 25 Apr 2025
Semantic Data Augmentation for Long-tailed Facial Expression Recognition Ziyue Li Yan Wang Bowen Guan JianKai Yin CVBM 156 1 0 26 Nov 2024
Data Augmentation for Sparse Multidimensional Learning Performance Data Using Generative AI Liang Zhang Jionghao Lin John Sabatini Conrad Borchers Daniel Weitekamp Meng Cao John Hollander Xiangen Hu Arthur C. Graesser 107 2 0 24 Sep 2024
AEMLO: AutoEncoder-Guided Multi-Label Oversampling Ao Zhou Bin Liu Jin Wang K. Sun Kelin Liu SyDa 63 0 0 23 Aug 2024
Comparative Analysis of Generative Models: Enhancing Image Synthesis with VAEs, GANs, and Stable Diffusion Sanchayan Vivekananthan DiffM 102 10 0 16 Aug 2024
Knowledge-driven AI-generated data for accurate and interpretable breast ultrasound diagnoses Haojun Yu Youcheng Li Nan Zhang Zihan Niu Xuantong Gong ... Binghui Tang Ling Huo Qingli Zhu Yong Wang Liwei Wang MedIm 66 3 0 23 Jul 2024
Heterogeneous Learning Rate Scheduling for Neural Architecture Search on Long-Tailed Datasets Chenxia Tang 63 1 0 11 Jun 2024
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models? Engin Uzun Erdem Akagündüz 70 0 0 10 May 2024
Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning Zhixin Pan Emma Andrews Laura Chang Prabhat Mishra MU 69 1 0 19 Apr 2024
Personalized Federated Learning via Stacking Emilio Cantu-Cervini FedML 28 0 0 16 Apr 2024
A survey of synthetic data augmentation methods in computer vision A. Mumuni F. Mumuni N. K. Gerrar 112 26 0 15 Mar 2024
Distribution-Aware Data Expansion with Diffusion Models Haowei Zhu Ling Yang Jun-Hai Yong Hongzhi Yin Jiawei Jiang Meng Xiao Wentao Zhang Bin Wang 74 4 0 11 Mar 2024
Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion Yichi Zhang Zhuo Chen Lei Liang Hua-zeng Chen Wen Zhang 94 6 0 22 Feb 2024
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 140 3 0 20 Dec 2023
A Multimodal Approach for Advanced Pest Detection and Classification Jinli Duan Haoyu Ding Sung Kim 44 1 0 18 Dec 2023
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification Jiahuan Yan Haojun Gao Zhang Kai Weize Liu Benlin Liu Jian Wu Jintai Chen 51 4 0 28 Nov 2023
Data Optimization in Deep Learning: A Survey Ou Wu Rujing Yao 111 2 0 25 Oct 2023
Sharp error bounds for imbalanced classification: how many examples in the minority class? Anass Aghbalou François Portier Anne Sabourin 56 3 0 23 Oct 2023
Ten Years of Generative Adversarial Nets (GANs): A survey of the state-of-the-art Tanujit Chakraborty Ujjwal Reddy K S Shraddha M. Naik Madhurima Panja B. Manvitha 112 74 0 30 Aug 2023
DeRisk: An Effective Deep Learning Framework for Credit Risk Prediction over Real-World Financial Data Yancheng Liang Jiajie Zhang Hui Li Xiaochen Liu Yi Hu Yonghuan Wu Jinyao Zhang Yongyan Liu Yi Wu 52 2 0 07 Aug 2023
Hallucination Improves the Performance of Unsupervised Visual Representation Learning Jing Wu Jennifer Hobbs N. Hovakimyan SSL 97 20 0 22 Jul 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 90 34 0 29 May 2023
A Preliminary Study on Augmenting Speech Emotion Recognition using a Diffusion Model Ibrahim Malik S. Latif Raja Jurdak Björn Schuller DiffM 26 9 0 19 May 2023
Rethinking Data Augmentation for Tabular Data in Deep Learning Soma Onishi Shoya Meguro LMTD 77 17 0 17 May 2023
Image retrieval outperforms diffusion models on data augmentation Max F. Burg F. Wenzel Dominik Zietlow Max Horn Osama Makansi Francesco Locatello Chris Russell VLM DiffM 108 17 0 20 Apr 2023
Synthetically Generating Human-like Data for Sequential Decision Making Tasks via Reward-Shaped Imitation Learning Bryan C. Brandt P. Dasgupta 61 1 0 14 Apr 2023
Panoramic Image-to-Image Translation Soohyun Kim Junho Kim Taekyung Kim Hwan Heo Seung Wook Kim Jiyoung Lee Jin-Hwa Kim 61 2 0 11 Apr 2023
Learning Stage-wise GANs for Whistle Extraction in Time-Frequency Spectrograms Pu Li M. Roch Holger Klinck Erica Fleishman D. Gillespie E. Nosal Yu Shiu Xiaobai Liu 61 6 0 05 Apr 2023
AnoMalNet: Outlier Detection based Malaria Cell Image Classification Method Leveraging Deep Autoencoder A. Huq Md. Tanzim Reza Shahriar Hossain Shakib Mahmud Dipto 23 2 0 10 Mar 2023
Generative Adversarial Networks for Malware Detection: a Survey Aeryn Dunmore Ju-Seong Jang Fariza Sabrina Jin Kwak GAN 56 8 0 16 Feb 2023
Machine Learning for Synthetic Data Generation: A Review Ying-Cheng Lu Minjie Shen Huazheng Wang Xiao Wang Capucine Van Rechem Tianfan Fu Wenqi Wei SyDa 225 150 0 08 Feb 2023
Pneumonia Detection in Chest X-Ray Images : Handling Class Imbalance Wardah Ali Eesha Qureshi Omama Ahmed Farooqi Rizwan Ahmed Khan 100 5 0 20 Jan 2023
SHUNIT: Style Harmonization for Unpaired Image-to-Image Translation Seokbeom Song Suhyeon Lee Hongje Seong Kyoungwon Min Euntai Kim 57 8 0 11 Jan 2023
Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling J. Nam Sangwoo Mo Jaeho Lee Jinwoo Shin 96 7 0 05 Dec 2022
Balanced Semi-Supervised Generative Adversarial Network for Damage Assessment from Low-Data Imbalanced-Class Regime Yuqing Gao Pengyuan Zhai K. Mosalam GAN AI4CE 54 79 0 29 Nov 2022
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images Shengchao Chen Sufen Ren Guanjun Wang Mengxing Huang Chenyang Xue ViT MedIm 107 18 0 29 Oct 2022
Anomaly Detection in Additive Manufacturing Processes using Supervised Classification with Imbalanced Sensor Data based on Generative Adversarial Network Jihoon Chung Bo Shen Zhenyu Zhen Kong AI4CE 46 24 0 28 Oct 2022
Imbalanced Classification in Medical Imaging via Regrouping Le Peng Yash Travadi Rui Zhang Yingwei Cui Ju Sun OOD 80 4 0 21 Oct 2022
"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts Haoran Zhang Harvineet Singh Marzyeh Ghassemi Shalmali Joshi 77 23 0 19 Oct 2022
Augmentation Backdoors J. Rance Yiren Zhao Ilia Shumailov Robert D. Mullins AAML SILM 101 8 0 29 Sep 2022
Scalable Adversarial Online Continual Learning T. Dam Mahardhika Pratama Md Meftahul Ferdaus S. Anavatti Hussein Abbas CLL 86 3 0 04 Sep 2022
Latent Preserving Generative Adversarial Network for Imbalance classification T. Dam Md Meftahul Ferdaus Mahardhika Pratama S. Anavatti Senthilnath Jayavelu H. Abbass 84 6 0 04 Sep 2022
BSDGAN: Balancing Sensor Data Generative Adversarial Networks for Human Activity Recognition Yifan Hu Yu Wang 38 7 0 07 Aug 2022
RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping Patrik Kenfack Kamil Sabbagh Adín Ramirez Rivera A. Khan 66 13 0 13 Jul 2022
Efficient Augmentation for Imbalanced Deep Learning Damien Dablain C. Bellinger Bartosz Krawczyk Nitesh Chawla 66 7 0 13 Jul 2022
SOS: Score-based Oversampling for Tabular Data Jayoung Kim Chae-Eun Lee Yehjin Shin Sewon Park Minjung Kim Noseong Park Jihoon Cho DiffM 67 38 0 17 Jun 2022
Neural Network Normal Estimation and Bathymetry Reconstruction from Sidescan Sonar Yiping Xie Nils Bore John Folkesson 38 9 0 15 Jun 2022
Adversarial synthesis based data-augmentation for code-switched spoken language identification P. Shastri Chirag Patil Poorval Wanere S. Mahajan Abhishek Bhatt Dr. Hardik Sailor 32 0 0 30 May 2022