Imbalanced Data Learning by Minority Class Augmentation using Capsule
Adversarial Networks

v1v2v3 (latest)

Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks

Neurocomputing (Neurocomputing), 2020

5 April 2020

Pourya Shamsolmoali

Masoumeh Zareapoor

Jie Yang

ArXiv (abs)PDF HTML

Papers citing "Imbalanced Data Learning by Minority Class Augmentation using Capsule Adversarial Networks"

12 / 12 papers shown

Title
A Distributed Approach to Meteorological Predictions: Addressing Data Imbalance in Precipitation Prediction Models through Federated Learning and GANs Elaheh Jafarigol Theodore Trafalis 123 10 0 19 Oct 2023
Partial Resampling of Imbalanced Data Firuz Kamalov A. Atiya Dina Elreedy 71 4 0 11 Jul 2022
Adversarial Counterfactual Augmentation: Application in Alzheimer's Disease ClassificationFrontiers in Radiology (Front. Radiol.), 2022 Tian Xia Pedro Sanchez C. Qin Sotirios A. Tsaftaris OOD MedIm 155 13 0 15 Mar 2022
Equitable modelling of brain imaging by counterfactual augmentation with morphologically constrained 3D deep generative models Guilherme Pombo Robert J. Gray M. Jorge Cardoso Sebastien Ourselin G. Rees John Ashburner P. Nachev 132 39 0 29 Nov 2021
MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data Arpit Bansal Micah Goldblum Valeriia Cherepanova Avi Schwarzschild C. Bayan Bruss Tom Goldstein 100 9 0 17 Jun 2021
ImGAGN:Imbalanced Network Embedding via Generative Adversarial Graph NetworksKnowledge Discovery and Data Mining (KDD), 2021 Liang Qu Huaisheng Zhu Ruiqi Zheng Yuhui Shi Hongzhi Yin 141 123 0 05 Jun 2021
A review of machine learning in processing remote sensing data for mineral explorationRemote Sensing of Environment (RSE), 2021 Hodjat Shirmard E. Farahbakhsh R. Müller Rohitash Chandra 121 273 0 13 Mar 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented ClassesNeural Information Processing Systems (NeurIPS), 2021 Sara Sangalli Ertunc Erdil A. Hoetker O. Donati E. Konukoglu AI4CE 197 30 0 21 Feb 2021
Synthetic Embedding-based Data Generation Methods for Student PerformanceEducational Data Mining (EDM), 2021 Dom Huh 59 2 0 03 Jan 2021
Image Synthesis with Adversarial Networks: a Comprehensive Survey and Case StudiesInformation Fusion (Inf. Fusion), 2020 Pourya Shamsolmoali Masoumeh Zareapoor Mohammadhadi Shateri Huiyu Zhou Ruili Wang M. E. Celebi Jie Yang EGVM 211 148 0 26 Dec 2020
People Still Care About Facts: Twitter Users Engage More with Factual Discourse than Misinformation--A Comparison Between COVID and General Narratives on Twitter Mirela Silva Fabrício Ceschin P. Shrestha Christopher Brant Shlok Gilda Juliana Fernandes Catia S. Silva André Grégio Daniela Oliveira Luiz H. F. Giovanini 152 2 0 03 Dec 2020
Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis Masoumeh Zareapoor Pourya Shamsolmoali Jie Yang 110 115 0 07 Aug 2020