Few-shot Image Generation via Style Adaptation and Content Preservation

Few-shot Image Generation via Style Adaptation and Content Preservation

30 November 2023

Fayao Liu

Guosheng Lin

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Papers citing "Few-shot Image Generation via Style Adaptation and Content Preservation"

12 / 12 papers shown

Title
SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text Canjie Luo Yuanzhi Zhu Lianwen Jin Zhe Li Dezhi Peng GAN 61 23 0 23 Feb 2022
Few-shot Image Generation via Cross-domain Correspondence Utkarsh Ojha Yijun Li Jingwan Lu Alexei A. Efros Yong Jae Lee Eli Shechtman Richard Y. Zhang 115 262 0 13 Apr 2021
Few-Shot Adaptation of Generative Adversarial Networks Esther Robb Wen-Sheng Chu Abhishek Kumar Jia-Bin Huang 78 100 0 22 Oct 2020
COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style Encoder Kuniaki Saito Kate Saenko Xuan Li VLM 83 83 0 15 Jul 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs Sangwoo Mo Minsu Cho Jinwoo Shin 85 214 0 25 Feb 2020
MineGAN: effective knowledge transfer from GANs to target domains with few images Yaxing Wang Abel Gonzalez-Garcia David Berga Luis Herranz Fahad Shahbaz Khan Joost van de Weijer GAN 46 189 0 11 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 301 5,815 0 03 Dec 2019
Few-Shot Unsupervised Image-to-Image Translation Ming-Yuan Liu Xun Huang Arun Mallya Tero Karras Timo Aila J. Lehtinen Jan Kautz 62 609 0 05 May 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 586 10,561 0 12 Dec 2018
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric Richard Y. Zhang Phillip Isola Alexei A. Efros Eli Shechtman Oliver Wang EGVM 377 11,795 0 11 Jan 2018
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 179 4,364 0 20 Mar 2017
Unsupervised Image-to-Image Translation Networks Ming-Yuan Liu Thomas Breuel Jan Kautz VLM 155 2,734 0 02 Mar 2017