v1v2 (latest)

Training Generative Adversarial Networks with Limited Data

Neural Information Processing Systems (NeurIPS), 2025

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,089 papers shown

Title
Style Quantization for Data-Efficient GAN Training Jian Wang Xin Lan Jizhe Zhou Yuxin Tian Jiancheng Lv 137 0 0 31 Mar 2025
Double Blind Imaging with Generative Modeling Brett Levac A. Jalal Kannan Ramchandran Jonathan I. Tamir DiffM MedIm 208 0 0 27 Mar 2025
Debiasing Kernel-Based Generative Models Tian Qin Wei-Min Huang 245 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 111 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 243 1 0 20 Mar 2025
Concat-ID: Towards Universal Identity-Preserving Video Synthesis Yong Zhong Zhuoyi Yang Jiayan Teng Xiaotao Gu Chongxuan Li VGen 249 12 0 18 Mar 2025
Diffusion-based Facial Aesthetics Enhancement with 3D Structure Guidance Lisha Li Jingwen Hou Weide Liu Yuming Fang Jiebin Yan DiffM 111 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 142 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 Xuan Li Jun Zhu Qinsheng Zhang DiffM 288 9 0 03 Mar 2025
Using Synthetic Images to Augment Small Medical Image Datasets Minh H. Vu L. Tronchin T. Nyholm Tommy Löfstedt MedIm 100 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 253 1 0 26 Feb 2025
Transfer Learning with Pre-trained Conditional Generative Models Shin'ya Yamaguchi Sekitoshi Kanai Atsutoshi Kumagai Daiki Chijiwa H. Kashima VLM CLL BDL DiffM 383 6 0 21 Feb 2025
The Vendiscope: An Algorithmic Microscope For Data Collections Amey P. Pasarkar Adji Bousso Dieng 129 4 0 15 Feb 2025
Beyond and Free from Diffusion: Invertible Guided Consistency Training Chia-Hong Hsu Shiu-hong Kao Randall Balestriero 3DV 257 1 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 307 4 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 164 6 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 198 15 0 21 Jan 2025
Block Flow: Learning Straight Flow on Data Blocks Zibin Wang Zhiyuan Ouyang Xiangyun Zhang 104 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 72 2 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 200 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 157 8 1 06 Jan 2025
Generative Modelling with High-Order Langevin Dynamics Ziqiang Shi Rujie Liu DiffM 193 4 0 03 Jan 2025
Iris Recognition for Infants R. Bhuiyan Mateusz Trokielewicz P. Maciejewicz Sherri Bucher A. Czajka 120 1 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 229 7 0 23 Dec 2024
Move-in-2D: 2D-Conditioned Human Motion Generation Hsin-Ping Huang Yang Zhou Jui-Hsien Wang Difan Liu Feng Liu Ming-Hsuan Yang Zhan Xu VGen DiffM 104 2 0 17 Dec 2024
Optimizing Few-Step Sampler for Diffusion Probabilistic Model Jen-Yuan Huang DiffM 183 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 Guo Han Qiu Minlie Huang WIGM AAML 219 3 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 339 3 0 09 Dec 2024
Continuous Concepts Removal in Text-to-image Diffusion Models Tingxu Han Weisong Sun Yanrong Hu Chunrong Fang Yonglong Zhang Shiqing Ma Tao Zheng Zhenyu Chen Zhenting Wang DiffM 324 3 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 392 7 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 514 1 0 24 Nov 2024
Content-Aware Preserving Image Generation Giang H. Le Anh Q. Nguyen Byeongkeun Kang Yeejin Lee DiffM 165 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 Guang Dai DiffM 161 0 0 07 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 326 9 0 06 Nov 2024
Community Forensics: Using Thousands of Generators to Train Fake Image Detectors Jeongsoo Park Andrew Owens 184 13 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 125 0 0 05 Nov 2024
Time-Causal VAE: Robust Financial Time Series Generator Beatrice Acciaio Stephan Eckstein Songyan Hou AI4TS 142 4 0 05 Nov 2024
Constant Acceleration Flow Dogyun Park Sojin Lee S. Kim Taehoon Lee Youngjoon Hong Hyunwoo J. Kim 169 7 0 01 Nov 2024
How Do Flow Matching Models Memorize and Generalize in Sample Data Subspaces? Weiguo Gao Ming Li OOD 176 5 0 31 Oct 2024
Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization Xiao Guo Xiaohong Liu I. Masi Xiaoming Liu 220 21 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 Gabriel Loaiza-Ganem 236 20 0 31 Oct 2024
Scaling-based Data Augmentation for Generative Models and its Theoretical Extension Yoshitaka Koike Takumi Nakagawa Hiroki Waida Takafumi Kanamori DiffM 182 0 0 28 Oct 2024
Hamiltonian Score Matching and Generative Flows Peter Holderrieth Yilun Xu Tommi Jaakkola 114 3 0 27 Oct 2024
Flow Generator Matching Zemin Huang Zhengyang Geng Weijian Luo Guo-Jun Qi 203 17 0 25 Oct 2024
One-Step Diffusion Distillation through Score Implicit Matching Weijian Luo Zemin Huang Zhengyang Geng J. Zico Kolter Guo-Jun Qi DiffM 156 28 0 22 Oct 2024
Training Better Deep Learning Models Using Human Saliency Aidan Boyd Patrick J. Tinsley Kevin W. Bowyer A. Czajka 118 0 0 21 Oct 2024
3D-GANTex: 3D Face Reconstruction with StyleGAN3-based Multi-View Images and 3DDFA based Mesh Generation Rohit Das Tzung-Han Lin Ko-Chih Wang 3DH CVBM 126 1 0 21 Oct 2024
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance Jiwan Hur Dong-Jae Lee Gyojin Han Jaehyun Choi Yunho Jeon Junmo Kim DiffM 138 1 0 17 Oct 2024
Level of agreement between emotions generated by Artificial Intelligence and human evaluation: a methodological proposal Miguel Carrasco César González-Martín Sonia Navajas-Torrente Raul Dastres 162 4 0 10 Oct 2024
Boosting Few-Shot Detection with Large Language Models and Layout-to-Image Synthesis Ahmed Abdullah Nikolas Ebert Oliver Wasenmüller ObjD 90 1 0 09 Oct 2024