FreGAN: Exploiting Frequency Components for Training GANs under Limited
Data

FreGAN: Exploiting Frequency Components for Training GANs under Limited Data

11 October 2022

Papers citing "FreGAN: Exploiting Frequency Components for Training GANs under Limited Data"

17 / 17 papers shown

Title
Rejection Sampling IMLE: Designing Priors for Better Few-Shot Image Synthesis Chirag Vashist Shichong Peng Ke Li DiffM 34 1 0 26 Sep 2024
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation Yuhwan Jeong Hoonhee Cho Kuk-Jin Yoon DiffM 40 3 0 15 Jul 2024
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models Seyedmorteza Sadat Jakob Buhmann Derek Bradley Otmar Hilliges Romann M. Weber 49 9 0 23 May 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 40 1 0 31 Mar 2024
Boosting Diffusion Models with Moving Average Sampling in Frequency Domain Yurui Qian Qi Cai Yingwei Pan Yehao Li Ting Yao Qibin Sun Tao Mei DiffM 37 19 0 26 Mar 2024
Improving Few-shot Image Generation by Structural Discrimination and Textural Modulation Mengping Yang Zhe Wang Wenyi Feng Qian Zhang Tingzhe Xiao DiffM 44 2 0 30 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
A Survey on Generative Modeling with Limited Data, Few Shots, and Zero Shot Milad Abdollahzadeh Touba Malekzadeh Christopher T. H. Teo Keshigeyan Chandrasegaran Guimeng Liu Ngai-man Cheung VLM MedIm 47 21 0 26 Jul 2023
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network Xueshen Li Zhenxing Dong Hongshan Liu Jennifer J. Kang-Mieler Yuye Ling Yu Gan GAN MedIm 19 2 0 20 Jul 2023
fRegGAN with K-space Loss Regularization for Medical Image Translation Ivo M. Baltruschat Felix Kreis A. Hoelscher Melanie Dohmen Matthias Lenga GAN MedIm 27 3 0 28 Mar 2023
Wavelet Diffusion Models are fast and scalable Image Generators Hao Phung Quan Dao Anh Tran DiffM 31 87 0 29 Nov 2022
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training Liang Hou Qi Cao Yige Yuan Songtao Zhao Chongyang Ma Siyuan Pan Pengfei Wan Xiaoshuang Li Huawei Shen Xueqi Cheng 23 7 0 31 May 2022
Overview frequency principle/spectral bias in deep learning Z. Xu Yaoyu Zhang Tao Luo FaML 33 66 0 19 Jan 2022
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data Liming Jiang Bo Dai Wayne Wu Chen Change Loy 89 104 0 12 Nov 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 214 777 0 04 Feb 2021
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu Yizhe Zhu Kunpeng Song Ahmed Elgammal 170 234 0 12 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 285 10,354 0 12 Dec 2018