A Comprehensive Survey on Data Augmentation

A Comprehensive Survey on Data Augmentation

15 May 2024

Papers citing "A Comprehensive Survey on Data Augmentation"

15 / 15 papers shown

Title
Applications of Large Language Model Reasoning in Feature Generation Dharani Chandra LRM 31 0 0 15 Mar 2025
Deep Cut-informed Graph Embedding and Clustering Zhiyuan Ning Zaitian Wang Ran Zhang Ping Xu Kunpeng Liu ... Chong Chen Pengfei Wang Yuanchun Zhou Erik Cambria C. L. P. Chen GNN 53 0 0 09 Mar 2025
Diversity-Oriented Data Augmentation with Large Language Models Zaitian Wang Jinghan Zhang Xinhao Zhang Kunpeng Liu Pengfei Wang Yuanchun Zhou 39 0 0 17 Feb 2025
Retrieval-Augmented Feature Generation for Domain-Specific Classification Xinhao Zhang Jinghan Zhang Fengran Mo Yuzhong Chen Kunpeng Liu 34 1 0 31 Dec 2024
The Evolution and Future Perspectives of Artificial Intelligence Generated Content Chengzhang Zhu Luobin Cui Ying Tang Jiacun Wang 57 0 0 02 Dec 2024
Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI Lingxi Cui Huan Li Ke Chen Alexander Lerch Gang Chen LMTD 25 2 0 31 Jul 2024
Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation Joonhyung Park Hajin Shim Eunho Yang 41 40 0 10 Nov 2021
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy Kunpeng Liu Pengfei Wang Dongjie Wang Wan Du Dapeng Oliver Wu Yanjie Fu 33 15 0 29 Sep 2021
How to avoid machine learning pitfalls: a guide for academic researchers M. Lones VLM FaML OnRL 12 63 0 05 Aug 2021
Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity Jang-Hyun Kim Wonho Choo Hosan Jeong Hyun Oh Song 185 151 0 05 Feb 2021
Substructure Substitution: Structured Data Augmentation for NLP Freda Shi Karen Livescu Kevin Gimpel 155 39 0 02 Jan 2021
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 74 368 0 09 Jun 2018
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 98 6,900 0 05 Jun 2015
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 218 29,632 0 16 Jan 2013
SMOTE: Synthetic Minority Over-sampling Technique Nitesh V. Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 129 22,469 0 09 Jun 2011