Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

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Title
CRAFT: Cultural Russian-Oriented Dataset Adaptation for Focused Text-to-Image Generation Viacheslav Vasilev V. Arkhipkin Julia Agafonova Tatiana Nikulina Evelina Mironova Alisa Shichanina Nikolai Gerasimenko Mikhail Shoytov Denis Dimitrov 46 0 0 07 May 2025
Generative Fields: Uncovering Hierarchical Feature Control for StyleGAN via Inverted Receptive Fields Zhuo He Paul Henderson Nicolas Pugeault GAN 44 0 0 24 Apr 2025
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion Libo Zhang Yongsheng Yu Jiali Yao Heng Fan 48 0 0 17 Apr 2025
Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data Prasanna Reddy Pulakurthi Majid Rabbani Celso M. De Melo S. Dianat Raghuveer Rao 31 0 0 17 Apr 2025
SemDiff: Generating Natural Unrestricted Adversarial Examples via Semantic Attributes Optimization in Diffusion Models Zeyu Dai Shengcai Liu Rui He Jiahao Wu Ning Lu Wenqi Fan Qing Li Ke Tang DiffM AAML 38 0 0 16 Apr 2025
ID-Booth: Identity-consistent Face Generation with Diffusion Models Darian Tomašević Fadi Boutros Chenhao Lin Naser Damer Vitomir Štruc Peter Peer DiffM 57 1 0 10 Apr 2025
Generative Adversarial Networks with Limited Data: A Survey and Benchmarking Omar de Mitri Ruyu Wang Marco F. Huber 37 0 0 07 Apr 2025
Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion Yuxi Mi Zhizhou Zhong Y. Huang Qiuyang Yuan Xuan Zhao Jianqing Xu Shouhong Ding Shaoming Wang Rizen Guo Shuigeng Zhou DiffM 55 0 0 01 Apr 2025
Style Quantization for Data-Efficient GAN Training Jian Wang Xin Lan Jizhe Zhou Yuxin Tian Jiancheng Lv 36 0 0 31 Mar 2025
Effective Cloud Removal for Remote Sensing Images by an Improved Mean-Reverting Denoising Model with Elucidated Design Space Yi Liu Wengen Li Jihong Guan S. Kevin Zhou Yichao Zhang DiffM 49 1 0 31 Mar 2025
Double Blind Imaging with Generative Modeling Brett Levac A. Jalal Kannan Ramchandran Jonathan I. Tamir DiffM MedIm 57 0 0 27 Mar 2025
Debiasing Kernel-Based Generative Models Tian Qin Wei-Min Huang 50 0 0 26 Mar 2025
What Time Tells Us? An Explorative Study of Time Awareness Learned from Static Images Dongheng Lin Han Hu Jianbo Jiao 46 0 0 23 Mar 2025
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning Ziang Li Hongguang Zhang Juan Wang Meihui Chen Hongxin Hu Wenzhe Yi Xiaoyang Xu Mengda Yang Chenjun Ma 59 0 0 20 Mar 2025
Concat-ID: Towards Universal Identity-Preserving Video Synthesis Yong Zhong Zhuoyi Yang Jiayan Teng Xiaotao Gu Chongxuan Li VGen 63 0 0 18 Mar 2025
Diffusion-based Facial Aesthetics Enhancement with 3D Structure Guidance Lisha Li Jingwen Hou Weide Liu Yuming Fang Jiebin Yan DiffM 56 1 0 18 Mar 2025
$\mathbfΦ$ -GAN: Physics-Inspired GAN for Generating SAR Images Under Limited Data Xidan Zhang Yihan Zhuang Qian Guo Haodong Yang Xuelin Qian Gong Cheng Junwei Han Zhongling Huang GAN AI4CE 45 0 0 04 Mar 2025
Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator Kaiwen Zheng Yongxin Chen Huayu Chen Guande He Ming-Yu Liu Jun Zhu Qinsheng Zhang DiffM 49 0 0 03 Mar 2025
Using Synthetic Images to Augment Small Medical Image Datasets Minh H. Vu L. Tronchin T. Nyholm Tommy Löfstedt MedIm 34 0 0 02 Mar 2025
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks Haoyang Li Li Bai Qingqing Ye Haibo Hu Yaxin Xiao Huadi Zheng Jianliang Xu 66 0 0 26 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shinýa Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 144 5 0 21 Feb 2025
The Vendiscope: An Algorithmic Microscope For Data Collections Amey P. Pasarkar Adji Bousso Dieng 46 2 0 15 Feb 2025
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 82 0 0 08 Feb 2025
BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing Dongliang Zhou Haijun Zhang Jianghong Ma Jianyang Shi 118 3 0 03 Feb 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 41 1 1 28 Jan 2025
TokenVerse: Versatile Multi-concept Personalization in Token Modulation Space Daniel Garibi Shahar Yadin Roni Paiss Omer Tov Shiran Zada Ariel Ephrat T. Michaeli Inbar Mosseri Tali Dekel DiffM 103 2 0 21 Jan 2025
Block Flow: Learning Straight Flow on Data Blocks Zibin Wang Zhiyuan Ouyang Xiangyun Zhang 31 0 0 20 Jan 2025
Super-Resolution of 3D Micro-CT Images Using Generative Adversarial Networks: Enhancing Resolution and Segmentation Accuracy Evgeny Ugolkov Xupeng He Hyung Kwak Hussein Hoteit MedIm OOD 44 0 0 12 Jan 2025
Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling Nannan Li Kevin J. Shih Bryan A. Plummer DiffM 54 0 0 08 Jan 2025
FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection Guray Ozgur Eduarda Caldeira Tahar Chettaoui Fadi Boutros Raghavendra Ramachandra Naser Damer AAML CVBM 31 0 1 06 Jan 2025
Iris Recognition for Infants R. Bhuiyan Mateusz Trokielewicz P. Maciejewicz Sherri Bucher A. Czajka 39 0 0 03 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 62 2 0 03 Jan 2025
Be More Diverse than the Most Diverse: Optimal Mixtures of Generative Models via Mixture-UCB Bandit Algorithms Parham Rezaei Farzan Farnia Cheuk Ting Li 43 1 0 23 Dec 2024
Optimizing Few-Step Sampler for Diffusion Probabilistic Model Jen-Yuan Huang DiffM 70 0 0 14 Dec 2024
SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution Runyi Hu Jing Zhang Yiming Li Jiwei Li Qing-Wu Guo Han Qiu Tianwei Zhang WIGM AAML 82 1 0 13 Dec 2024
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 83 0 0 09 Dec 2024
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
SplatFlow: Multi-View Rectified Flow Model for 3D Gaussian Splatting Synthesis Hyojun Go Byeongjun Park Jiho Jang Jin-Young Kim Soonwoo Kwon Changick Kim 3DGS 116 2 0 25 Nov 2024
Editable-DeepSC: Reliable Cross-Modal Semantic Communications for Facial Editing Bin Chen Wenbo Yu Qinshan Zhang Tianqu Zhuang Yong Jiang Shu-Tao Xia 154 0 0 24 Nov 2024
Content-Aware Preserving Image Generation Giang H. Le Anh Q. Nguyen Byeongkeun Kang Yeejin Lee DiffM 38 0 0 15 Nov 2024
DomainGallery: Few-shot Domain-driven Image Generation by Attribute-centric Finetuning Yuxuan Duan Y. Hong Bo Zhang Jun Lan Huijia Zhu Weiqiang Wang Jianfu Zhang Li Niu L. Zhang DiffM 52 0 0 07 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 34 3 0 06 Nov 2024
DiMSUM: Diffusion Mamba -- A Scalable and Unified Spatial-Frequency Method for Image Generation Hao Phung Quan Dao T. Dao Hoang Phan Dimitris Metaxas Anh Tran Mamba 64 4 0 06 Nov 2024
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 38 0 0 05 Nov 2024
Time-Causal VAE: Robust Financial Time Series Generator Beatrice Acciaio Stephan Eckstein Songyan Hou AI4TS 30 2 0 05 Nov 2024
Constant Acceleration Flow Dogyun Park Sojin Lee S. Kim Taehoon Lee Youngjoon Hong Hyunwoo J. Kim 55 2 0 01 Nov 2024
How Do Flow Matching Models Memorize and Generalize in Sample Data Subspaces? Weiguo Gao Ming Li OOD 42 2 0 31 Oct 2024
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu I. Masi Xiaoming Liu 95 9 0 31 Oct 2024
A Geometric Framework for Understanding Memorization in Generative Models Brendan Leigh Ross Hamidreza Kamkari Tongzi Wu Rasa Hosseinzadeh Zhaoyan Liu George Stein Jesse C. Cresswell G. Loaiza-Ganem 58 6 0 31 Oct 2024
Scaling-based Data Augmentation for Generative Models and its Theoretical Extension Yoshitaka Koike Takumi Nakagawa Hiroki Waida Takafumi Kanamori DiffM 30 0 0 28 Oct 2024