Papers citing 'Synthetic Data Augmentation using GAN for Improved Liver Lesion Classification'

Title
How Good Are Synthetic Medical Images? An Empirical Study with Lung Ultrasound Menghan Yu Sourabh Kulhare C. Mehanian Charles B. Delahunt Daniel E Shea Zohreh Laverriere Ishan Shah M. Horning MedIm 61 3 0 05 Oct 2023
AI-Generated Images as Data Source: The Dawn of Synthetic Era Zuhao Yang Fangneng Zhan Kunhao Liu Muyu Xu Shijian Lu EGVM 359 26 0 03 Oct 2023
Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network TrafficNetwork and Distributed System Security Symposium (NDSS), 2023 Yuqi Qing Qilei Yin Xinhao Deng Yihao Chen Zhuotao Liu Kun Sun Ke Xu Jia Zhang Qi Li AAML 157 34 0 09 Sep 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 204 119 0 30 Aug 2023
Learning Sequential Information in Task-based fMRI for Synthetic Data Augmentation Jiyao Wang Nicha Dvornek Lawrence H. Staib James S. Duncan MedIm 108 3 0 29 Aug 2023
Wasserstein Geodesic Generator for Conditional Distributions Young-geun Kim Kyungbok Lee Youngwon Choi Joong-Ho Won M. Paik 347 4 0 20 Aug 2023
Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection Haichao Zhang Can Qin Yu Yin Yun Fu 201 5 0 13 Aug 2023
Mask-guided Data Augmentation for Multiparametric MRI Generation with a Rare Hepatocellular CarcinomaIEEE International Symposium on Biomedical Imaging (ISBI), 2023 Karen Sanchez Carlos Hinojosa Kevin Arias Henry Arguello Denis Kouamé O. Meyrignac Adrian Basarab MedIm 37 1 0 30 Jul 2023
Regularizing Neural Networks with Meta-Learning Generative ModelsNeural Information Processing Systems (NeurIPS), 2023 Shin'ya Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 198 7 0 26 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic DataIEEE International Joint Conference on Neural Network (IJCNN), 2023 Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 162 2 0 22 Jul 2023
Automatic Data Augmentation Learning using Bilevel Optimization for Histopathological Images Saypraseuth Mounsaveng I. Laradji David Vázquez M. Pedersoli Ismail Ben Ayed OOD 95 1 0 21 Jul 2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans Fakai Wang Chi-Tung Cheng Chien-Wei Peng K. Yan Min Wu Le Lu Chien-Hung Liao Ling Zhang MedIm 147 6 0 28 Jun 2023
Your Attack Is Too DUMB: Formalizing Attacker Scenarios for Adversarial TransferabilityInternational Symposium on Recent Advances in Intrusion Detection (RAID), 2023 Marco Alecci Mauro Conti Francesco Marchiori L. Martinelli Luca Pajola AAML 162 11 0 27 Jun 2023
Bridging the Domain Gap between Synthetic and Real-World Data for Autonomous Driving Xiangyu Bai Yedi Luo Le Jiang Aniket Gupta Pushyami Kaveti H. Singh Sarah Ostadabbas 227 12 0 05 Jun 2023
Utility Theory of Synthetic Data Generation Shi Xu W. Sun Guang Cheng 449 5 0 17 May 2023
Learning Stage-wise GANs for Whistle Extraction in Time-Frequency SpectrogramsIEEE transactions on multimedia (IEEE TMM), 2023 Pu Li M. Roch Holger Klinck Erica Fleishman D. Gillespie E. Nosal Yu Shiu Xiaobai Liu 135 8 0 05 Apr 2023
30 Years of Synthetic DataStatistical Science (Statist. Sci.), 2023 Joerg Drechsler Anna Haensch 166 26 0 04 Apr 2023
Multimodal and multicontrast image fusion via deep generative modelsInformation Fusion (Inf. Fusion), 2022 Giovanna Maria Dimitri Simeon E. Spasov A. Duggento L. Passamonti Pietro Lio N. Toschi MedIm 218 32 0 28 Mar 2023
Data Augmentation for Environmental Sound Classification Using Diffusion Probabilistic Model with Top-k Selection DiscriminatorInternational Conference on Intelligent Computing (ICIC), 2023 Yunhao Chen Yunjie Zhu Zihui Yan Jian Shen Zhen Ren Yifan Huang DiffM 196 9 0 27 Mar 2023
Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading Matthias Keicher Matan Atad D. Schinz A. Gersing S. Foreman ... Jon F Rischewski Anna-Sophia Dietrich Benedikt Wiestler Jan S. Kirschke Nassir Navab DiffM MedIm 102 5 0 21 Mar 2023
Less is More: Unsupervised Mask-guided Annotated CT Image Synthesis with Minimum Manual SegmentationsIEEE Transactions on Medical Imaging (TMI), 2023 Xiaodan Xing G. Papanastasiou Simon Walsh Guang Yang DiffM MedIm 151 15 0 19 Mar 2023
Data-centric Artificial Intelligence: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 Daochen Zha Zaid Pervaiz Bhat Kwei-Herng Lai Fan Yang Zhimeng Jiang Shaochen Zhong Helen Zhou 298 309 0 17 Mar 2023
Synthetic ECG Signal Generation using Probabilistic Diffusion ModelsIEEE Access (IEEE Access), 2023 Edmond Adib Amanda Fernandez Fatemeh Afghah John J. Prevost DiffM 209 73 0 04 Mar 2023
Bi-parametric prostate MR image synthesis using pathology and sequence-conditioned stable diffusionInternational Conference on Medical Imaging with Deep Learning (MIDL), 2023 Shaheer U. Saeed Tom Syer Wen Yan Qianye Yang M. Emberton S. Punwani Matthew J. Clarkson D. Barratt Yipeng Hu DiffM MedIm 185 14 0 03 Mar 2023
Creating Disasters: Recession Forecasting with GAN-Generated Synthetic Time Series Data Sam Dannels AI4TS 87 3 0 21 Feb 2023
Mask Conditional Synthetic Satellite Imagery Van Anh Le Varshini Reddy Zixi Chen Mengyuan Li Xinran Tang Anthony Ortiz Simone Fobi Nsutezo Caleb Robinson 153 4 0 08 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 746 220 0 08 Feb 2023
Two Losses Are Better Than One: Faster Optimization Using a Cheaper ProxyInternational Conference on Machine Learning (ICML), 2023 Blake E. Woodworth Konstantin Mishchenko Francis R. Bach 223 7 0 07 Feb 2023
End to End Generative Meta Curriculum Learning For Medical Data AugmentationInternational Conference on Information Photonics (ICIP), 2022 Meng Li Brian C. Lovell MedIm 189 4 0 20 Dec 2022
Conditioned Generative Transformers for Histopathology Image Synthetic AugmentationInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2022 Meng Li Chao Li Can Peng Brian C. Lovell ViT MedIm 49 2 0 20 Dec 2022
Towards a Taxonomy for the Use of Synthetic Data in Advanced Analytics Peter Kowalczyk Giacomo Welsch Frédéric Thiesse 156 3 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 101 90 0 29 Nov 2022
The Principles of Data-Centric AI (DCAI)Communications of the ACM (CACM), 2022 M. H. Jarrahi Ali Memariani Shion Guha 149 76 0 26 Nov 2022
On the Multidimensional Augmentation of Fingerprint Data for Indoor Localization in A Large-Scale Building Complex Based on Multi-Output Gaussian Process Zhe Tang Sihao Li Kyeong Soo Kim Jeremy Smith 140 0 0 19 Nov 2022
Imbalanced Class Data Performance Evaluation and Improvement using Novel Generative Adversarial Network-based Approach: SSG and GBO M. Ahsan Md. Shahin Ali Zahed Siddique 127 4 0 23 Oct 2022
Reducing Training Sample Memorization in GANs by Training with Memorization Rejection Andrew Bai Cho-Jui Hsieh Wendy Kan Hsuan-Tien Lin GAN 203 5 0 21 Oct 2022
Artificial Intelligence and Innovation to Reduce the Impact of Extreme Weather Events on Sustainable Production Derrick Effah Chunguang Bai Matthew Quayson 108 2 0 21 Sep 2022
A computational framework for physics-informed symbolic regression with straightforward integration of domain knowledgeScientific Reports (Sci Rep), 2022 Liron Simon Keren A. Liberzon Teddy Lazebnik 239 95 0 13 Sep 2022
Evaluating the Quality and Diversity of DCGAN-based Generatively Synthesized Diabetic Retinopathy Imagery Cristina-Madalina Dragan Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly EGVM MedIm 188 7 0 10 Aug 2022
Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images Yanbin Liu Girish Dwivedi F. Boussaïd Frank M. Sanfilippo Makoto Yamada Bennamoun DiffM MedIm 257 14 0 08 Aug 2022
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation ModelsNature Communications (Nat Commun), 2022 Chao Yan Yao Yan Zhiyu Wan Ziqi Zhang L. Omberg J. Guinney S. Mooney B. Malin SyDa 160 92 0 02 Aug 2022
Information Gain Sampling for Active Learning in Medical Image Classification Raghav Mehta Changjian Shui Brennan Nichyporuk Tal Arbel 107 6 0 01 Aug 2022
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute ClassificationEuropean Conference on Computer Vision (ECCV), 2022 Xiao-Ze Lin Seungbae Kim Jungseock Joo CVBM 198 46 0 22 Jul 2022
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 130 11 0 14 May 2022
Alternative Data Augmentation for Industrial Monitoring using Adversarial Learning Silvan Mertes A. Margraf Steffen Geinitz Elisabeth André 105 3 0 09 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep LearningPattern Recognition (Pattern Recogn.), 2022 Mingle Xu Sook Yoon A. Fuentes D. Park VLM 253 513 0 03 May 2022
Self-Supervised Text Erasing with Controllable Image SynthesisACM Multimedia (ACM MM), 2022 Gangwei Jiang Shiyao Wang Bo Xiao Yuning Jiang Ying Wei Defu Lian DiffM 162 14 0 27 Apr 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 104 1 0 26 Apr 2022
Adversarial Attention for Human Motion SynthesisIEEE Symposium Series on Computational Intelligence (IEEE SSCI), 2022 Matthew Malek-Podjaski Fani Deligianni AAML 98 2 0 25 Apr 2022
Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Liang Chen Yong Zhang Yibing Song Lingqiao Liu Jue Wang AAML 262 271 0 23 Mar 2022