Effective Data Augmentation with Multi-Domain Learning GANs

25 December 2019

Papers citing "Effective Data Augmentation with Multi-Domain Learning GANs"

15 / 15 papers shown

Title
ADA-Net: Attention-Guided Domain Adaptation Network with Contrastive Learning for Standing Dead Tree Segmentation Using Aerial Imagery Mete Ahishali Anis Ur Rahman Einari Heinaro Samuli Junttila 27 0 0 05 Apr 2025
Transfer Learning with Pre-trained Conditional Generative Models Shinýa Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 127 5 0 21 Feb 2025
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting Adrian B. Chłopowiec Adam R. Chłopowiec Krzysztof Galus Wojciech Cebula Martin Tabakov MedIm 33 0 0 05 Nov 2024
Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective Zeyu Gan Yong Liu SyDa 41 1 0 02 Oct 2024
Genetic Learning for Designing Sim-to-Real Data Augmentations Bram Vanherle Nick Michiels F. Reeth 33 0 0 11 Mar 2024
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples Shinýa Yamaguchi 29 2 0 28 Sep 2023
DiffAug: Enhance Unsupervised Contrastive Learning with Domain-Knowledge-Free Diffusion-based Data Augmentation Z. Zang Hao Luo K. Wang Panpan Zhang F. Wang Stan. Z Li Yang You 22 5 0 10 Sep 2023
Regularizing Neural Networks with Meta-Learning Generative Models Shinýa Yamaguchi Daiki Chijiwa Sekitoshi Kanai Atsutoshi Kumagai H. Kashima 31 4 0 26 Jul 2023
Toward Understanding Generative Data Augmentation Chenyu Zheng Guoqiang Wu Chongxuan Li 21 24 0 27 May 2023
Effective Data Augmentation With Diffusion Models Brandon Trabucco Kyle Doherty Max Gurinas Ruslan Salakhutdinov VLM DiffM 25 231 0 07 Feb 2023
Few-Shot Adaptation of Generative Adversarial Networks Esther Robb Wen-Sheng Chu Abhishek Kumar Jia-Bin Huang 22 98 0 22 Oct 2020
ExGAN: Adversarial Generation of Extreme Samples Siddharth Bhatia Arjit Jain Bryan Hooi 23 42 0 17 Sep 2020
Classify and Generate Reciprocally: Simultaneous Positive-Unlabelled Learning and Conditional Generation with Extra Data Bin-Xia Yu Ke Sun He-Nan Wang Zhouchen Lin Zhanxing Zhu 9 0 0 14 Jun 2020
Fast Cross-domain Data Augmentation through Neural Sentence Editing Guillaume Raille Sandra Djambazovska C. Musat 8 11 0 23 Mar 2020
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 224 3,190 0 30 Oct 2016