Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis

12 January 2021

Papers citing "Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis"

41 / 41 papers shown

Title
Generalizable Image Repair for Robust Visual Autonomous Racing Carson Sobolewski Zhenjiang Mao Kshitij Vejre Ivan Ruchkin 52 0 0 07 Mar 2025
Continuous Concepts Removal in Text-to-image Diffusion Models Tingxu Han Dongrui Liu Yanrong Hu Chunrong Fang Yonglong Zhang Shiqing Ma Tao Zheng Zhenyu Chen Zhenting Wang DiffM 112 2 0 30 Nov 2024
Diffusion Bridge AutoEncoders for Unsupervised Representation Learning Yeongmin Kim Kwanghyeon Lee Minsang Park Byeonghu Na Il-Chul Moon DiffM 44 2 0 27 May 2024
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations Seogkyu Jeon Bei Liu Pilhyeon Lee Kibeom Hong Jianlong Fu H. Byun 45 1 0 21 Aug 2023
Image Synthesis under Limited Data: A Survey and Taxonomy Mengping Yang Zhe Wang 28 8 0 31 Jul 2023
Stylized Projected GAN: A Novel Architecture for Fast and Realistic Image Generation Md Nurul Muttakin Malik Shahid Sultan R. Hoehndorf H. Ombao GAN 39 0 0 30 Jul 2023
Conditional 360-degree Image Synthesis for Immersive Indoor Scene Decoration Kashun Shum Hong-Wing Pang Binh-Son Hua Duc Thanh Nguyen Sai-Kit Yeung 3DV 3DPC 41 8 0 18 Jul 2023
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification Zhenrong Shen Mao-Hong Cao Sheng Wang Lichi Zhang Qian Wang MedIm 29 7 0 12 Jul 2023
Deep learning techniques for blind image super-resolution: A high-scale multi-domain perspective evaluation Valdivino Alexandre de Santiago Júnior 34 0 0 15 Jun 2023
StyleGenes: Discrete and Efficient Latent Distributions for GANs Evangelos Ntavelis Mohamad Shahbazi I. Kastanis Radu Timofte Martin Danelljan Luc Van Gool 43 1 0 30 Apr 2023
SP-BatikGAN: An Efficient Generative Adversarial Network for Symmetric Pattern Generation Chrystian Wahyono GAN 18 3 0 19 Apr 2023
Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck Jongheon Jeong Sihyun Yu Hankook Lee Jinwoo Shin AAML 44 0 0 24 Mar 2023
Differentially Private Diffusion Models Generate Useful Synthetic Images Sahra Ghalebikesabi Leonard Berrada Sven Gowal Ira Ktena Robert Stanforth Jamie Hayes Soham De Samuel L. Smith Olivia Wiles Borja Balle DiffM 31 69 0 27 Feb 2023
Text-driven Visual Synthesis with Latent Diffusion Prior Tingbo Liao Songwei Ge Yiran Xu Yao-Chih Lee Badour Albahar Jia-Bin Huang DiffM 30 6 0 16 Feb 2023
Painting 3D Nature in 2D: View Synthesis of Natural Scenes from a Single Semantic Mask Shangzhan Zhang Sida Peng Tianrun Chen Linzhan Mou Haotong Lin Kaicheng Yu Yiyi Liao Xiaowei Zhou 59 8 0 14 Feb 2023
GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks Noyan Evirgen Xiang Chen 23 12 0 31 Jan 2023
LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer Ning Yu Chia-Chih Chen Zeyuan Chen Rui Meng Ganglu Wu P. Josel Juan Carlos Niebles Caiming Xiong Ran Xu ViT DiffM 24 6 0 19 Dec 2022
Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection Jože M. Rožanec Patrik Zajec Spyros Theodoropoulos Erik Koehorst B. Fortuna Dunja Mladenić 18 8 0 19 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 49 823 0 08 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 20 9 0 07 Dec 2022
SinGRAF: Learning a 3D Generative Radiance Field for a Single Scene Minjung Son Jeong Joon Park Leonidas J. Guibas Gordon Wetzstein 27 12 0 30 Nov 2022
Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules Kazuki Irie Jürgen Schmidhuber 37 5 0 07 Oct 2022
Content-Based Search for Deep Generative Models Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 38 5 0 06 Oct 2022
Towards Generating Large Synthetic Phytoplankton Datasets for Efficient Monitoring of Harmful Algal Blooms Nitpreet Bamra Vikram S. Voleti A. Wong Jason L. Deglint 25 3 0 03 Aug 2022
FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs Ziqiang Li Chaoyue Wang Heliang Zheng Jing Zhang Bin Li 28 23 0 18 Jul 2022
PAGER: Progressive Attribute-Guided Extendable Robust Image Generation Zohreh Azizi C.-C. Jay Kuo VLM DiffM GAN 30 8 0 01 Jun 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
PolypConnect: Image inpainting for generating realistic gastrointestinal tract images with polyps Jan Andre Fagereng Vajira Thambawita A. Storaas Sravanthi Parasa Thomas de Lange P. Halvorsen Michael A. Riegler MedIm 21 7 0 30 May 2022
Fast Sampling of Diffusion Models with Exponential Integrator Qinsheng Zhang Yongxin Chen DiffM 22 415 0 29 Apr 2022
A Style-aware Discriminator for Controllable Image Translation Kunhee Kim S. Park Eunyeong Jeon Tae-Hyeon Kim Daijin Kim 38 24 0 29 Mar 2022
The Role of ImageNet Classes in Fréchet Inception Distance Tuomas Kynkaanniemi Tero Karras M. Aittala Timo Aila J. Lehtinen EGVM VLM 27 199 0 11 Mar 2022
Ensembling Off-the-shelf Models for GAN Training Nupur Kumari Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 34 86 0 16 Dec 2021
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis Jiarong Ye Yuan Xue Peter Liu R. Zaino K. Cheng Xiaolei Huang MedIm 30 8 0 10 Nov 2021
Projected GANs Converge Faster Axel Sauer Kashyap Chitta Jens Muller Andreas Geiger 47 234 0 01 Nov 2021
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset -- Addressing the Noise-Latent Trade-Off Vaibhav Vavilala David A. Forsyth 16 3 0 19 Aug 2021
Constrained Graphic Layout Generation via Latent Optimization Kotaro Kikuchi E. Simo-Serra Mayu Otani Kota Yamaguchi 27 103 0 02 Aug 2021
Tensor feature hallucination for few-shot learning Michalis Lazarou Tania Stathaki Yannis Avrithis 27 22 0 09 Jun 2021
MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis Sergei Belousov GAN 30 20 0 10 Apr 2021
Large Scale Visual Food Recognition Weiqing Min Zhiling Wang Yuxin Liu Mengjia Luo Lijuan Kang Xiaoming Wei Xiaolin K. Wei Shuqiang Jiang 42 140 0 30 Mar 2021
Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models Sam Bond-Taylor Adam Leach Yang Long Chris G. Willcocks VLM TPM 41 480 0 08 Mar 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018