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 / 1,088 papers shown

Title
MIBench: A Comprehensive Framework for Benchmarking Model Inversion Attack and Defense Yixiang Qiu Hongyao Yu Hao Fang Wenbo Yu Wenbo Yu Bin Chen Shu-Tao Xia Ke Xu Ke Xu AAML 89 3 0 07 Oct 2024
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport Milena Gazdieva Jaemoo Choi Alexander Kolesov Jaewoong Choi Petr Mokrov Alexander Korotin OT 243 5 0 04 Oct 2024
Explaining an image classifier with a generative model conditioned by uncertainty Adrien Le Coz Stéphane Herbin Faouzi Adjed 168 0 0 02 Oct 2024
Forte : Finding Outliers with Representation Typicality Estimation Debargha Ganguly Warren Morningstar A. Yu Vipin Chaudhary OODD 156 4 0 02 Oct 2024
Leveraging generative models to characterize the failure conditions of image classifiers Adrien Le Coz Stéphane Herbin Faouzi Adjed GAN 153 1 0 01 Oct 2024
Unsupervised Fingerphoto Presentation Attack Detection With Diffusion Models Hailin Li Raghavendra Ramachandra Mohamed Ragab Soumik Mondal Yong Kiam Tan Khin Mi Mi Aung AAML DiffM 77 0 0 27 Sep 2024
A Survey of Spatio-Temporal EEG data Analysis: from Models to Applications Pengfei Wang Huanran Zheng Silong Dai Yiqiao Wang Xiaotian Gu Tao Ji Xiaoling Wang SyDa AI4TS 191 6 0 26 Sep 2024
ID $^3$ : Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition Shen Li Jianqing Xu Jiaying Wu Miao Xiong Ailin Deng Jiazhen Ji Yanhua Huang Wenjie Feng Shouhong Ding Bryan Hooi 142 15 0 26 Sep 2024
Linking in Style: Understanding learned features in deep learning models Maren H. Wehrheim Pamela Osuna-Vargas Matthias Kaschube GAN 84 0 0 25 Sep 2024
Analysis of Human Perception in Distinguishing Real and AI-Generated Faces: An Eye-Tracking Based Study Jin Huang Subhadra Gopalakrishnan Trisha Mittal Jake Zuena Jaclyn Pytlarz CVBM 119 1 0 23 Sep 2024
TextToon: Real-Time Text Toonify Head Avatar from Single Video Luchuan Song Lele Chen Celong Liu Pinxin Liu Chenliang Xu DiffM 114 16 0 23 Sep 2024
Pomo3D: 3D-Aware Portrait Accessorizing and More Tzu-Chieh Liu Chih-Ting Liu Shao-Yi Chien 119 0 0 22 Sep 2024
Towards Effective User Attribution for Latent Diffusion Models via Watermark-Informed Blending Yongyang Pan Xiaohong Liu Siqi Luo Yi Xin Xiao Guo Xiaoming Liu Xiongkuo Min Guangtao Zhai DiffM WIGM 102 5 0 17 Sep 2024
Towards Kinetic Manipulation of the Latent Space Diego Porres 99 0 0 15 Sep 2024
Automatic Scene Generation: State-of-the-Art Techniques, Models, Datasets, Challenges, and Future Prospects Awal Ahmed Fime Saifuddin Mahmud Arpita Das Md. Sunzidul Islam Hong-Hoon Kim VGen 3DV 127 1 0 14 Sep 2024
TextBoost: Towards One-Shot Personalization of Text-to-Image Models via Fine-tuning Text Encoder NaHyeon Park Kunhee Kim Hyunjung Shim DiffM 149 3 1 12 Sep 2024
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples Haoyu Zhang Raghavendra Ramachandra Kiran Raja Christoph Busch CVBM 132 2 0 09 Sep 2024
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti\| DiffM 95 1 0 05 Sep 2024
FissionVAE: Federated Non-IID Image Generation with Latent Space and Decoder DecompositionInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Chen Hu Hanchi Ren Jingjing Deng Xianghua Xie Xiaoke Ma FedML 205 0 0 30 Aug 2024
Self-Improving Diffusion Models with Synthetic Data Sina Alemohammad Ahmed Imtiaz Humayun S. Agarwal John Collomosse Richard G. Baraniuk 105 21 0 29 Aug 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 180 17 0 26 Aug 2024
GenFormer -- Generated Images are All You Need to Improve Robustness of Transformers on Small Datasets Sven Oehri Nikolas Ebert Ahmed Abdullah Didier Stricker Oliver Wasenmüller ViT 139 6 0 26 Aug 2024
Localization of Synthetic Manipulations in Western Blot Images Anmol Manjunath Viola Negroni S. Mandelli Daniel Moreira Paolo Bestagini 91 0 0 25 Aug 2024
GenCA: A Text-conditioned Generative Model for Realistic and Drivable Codec Avatars Keqiang Sun Amin Jourabloo Riddhish Bhalodia Moustafa Meshry Yu Rong ... Christian Haene Jiu Xu Sam Johnson Hongsheng Li Sofien Bouaziz DiffM 120 2 0 24 Aug 2024
MS $^3$ D: A RG Flow-Based Regularization for GAN Training with Limited Data Jian Wang Xin Lan Yuxin Tian Jiancheng Lv AI4CE 108 2 0 20 Aug 2024
Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications Juan E. Tapia Maximilian Russo Christoph Busch 117 3 0 18 Aug 2024
ZePo: Zero-Shot Portrait Stylization with Faster Sampling Jin Liu Huaibo Huang Jie Cao Ran He DiffM 122 4 0 10 Aug 2024
Privacy-Safe Iris Presentation Attack Detection Mahsa Mitcheff Patrick J. Tinsley Adam Czajka 160 2 0 05 Aug 2024
SAT3D: Image-driven Semantic Attribute Transfer in 3D Zhijun Zhai Zengmao Wang Xiaoxiao Long Kaixuan Zhou Bo Du 146 0 0 03 Aug 2024
Deepfake Media Forensics: State of the Art and Challenges Ahead Irene Amerini Mauro Barni Sebastiano Battiato Paolo Bestagini Giulia Boato ... Davide Salvi Stefano Tubaro Claudia Melis Tonti Massimo Villari D. Vitulano AAML 185 10 0 01 Aug 2024
HyperMM : Robust Multimodal Learning with Varying-sized Inputs Hava Chaptoukaev Vincenzo Marcianó Francesco Galati Maria A. Zuluaga 92 1 0 30 Jul 2024
Auto DragGAN: Editing the Generative Image Manifold in an Autoregressive Manner Pengxiang Cai Zhiwei Liu Guibo Zhu Yunfang Niu Jinqiao Wang DiffM 102 1 0 26 Jul 2024
Assessing Sample Quality via the Latent Space of Generative Models Aoxiang Fan Hieu M. Le Dimitris Samaras MedIm 131 3 0 21 Jul 2024
A Closer Look at GAN Priors: Exploiting Intermediate Features for Enhanced Model Inversion Attacks Yixiang Qiu Hao Fang Hongyao Yu Bin Chen Meikang Qiu Shu-Tao Xia AAML 194 20 0 18 Jul 2024
All Roads Lead to Rome? Exploring Representational Similarities Between Latent Spaces of Generative Image Models Charumathi Badrinath Usha Bhalla Alexander X. Oesterling Suraj Srinivas Himabindu Lakkaraju DiffM 107 0 0 18 Jul 2024
Self-Guided Generation of Minority Samples Using Diffusion Models Soobin Um Jong Chul Ye DiffM 144 11 0 16 Jul 2024
Theoretical Insights into CycleGAN: Analyzing Approximation and Estimation Errors in Unpaired Data Generation Luwei Sun Dongrui Shen Han Feng 237 3 0 16 Jul 2024
Flatfish Lesion Detection Based on Part Segmentation Approach and Lesion Image Generation Seo-Bin Hwang Hanwool Kim Chae-Yeon Heo Hie-Yong Jung Sung-Ju Jung Yeong-Jun Cho MedIm 85 0 0 16 Jul 2024
Deep Inverse Design for High-Level Synthesis Ping Chang Tosiron Adegbija Yuchao Liao Claudio Talarico Ao Li Janet Roveda 202 0 0 11 Jul 2024
Few-Shot Image Generation by Conditional Relaxing Diffusion Inversion Yu Cao Shaogang Gong DiffM 130 6 0 09 Jul 2024
Rethinking Image Skip Connections in StyleGAN2 Seung Park Y. Shin 111 2 0 08 Jul 2024
Form Forge: Latent Space Exploration of Architectural Forms via Explicit Latent Variable Manipulation Kevin Dunnell Andy Lippman AI4CE 111 0 0 06 Jul 2024
Restyling Unsupervised Concept Based Interpretable Networks with Generative Models Jayneel Parekh Quentin Bouniot Pavlo Mozharovskyi A. Newson Florence dÁlché-Buc SSL 265 1 0 01 Jul 2024
SemUV: Deep Learning based semantic manipulation over UV texture map of virtual human heads Anirban Mukherjee Venkat Suprabath Bitra Vignesh Bondugula Tarun Reddy Tallapureddy D. Jayagopi 3DH 144 1 0 28 Jun 2024
Repeat and Concatenate: 2D to 3D Image Translation with 3D to 3D Generative Modeling Abril Corona-Figueroa Hubert P. H. Shum Chris G. Willcocks 125 1 0 26 Jun 2024
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study Mou Deb Chuanbo Wang Yash Patel Taiyu Zhang J. Niezgoda Sandeep Gopalakrishnan Keke Chen Zeyun Yu 103 3 0 23 Jun 2024
DiffExplainer: Unveiling Black Box Models Via Counterfactual Generation D. C. Marshall Shuang Wu Zihao Jin Caiwen Xu Shiyi Wang Simon Walsh Guang Yang MedIm 137 7 0 21 Jun 2024
Stylebreeder: Exploring and Democratizing Artistic Styles through Text-to-Image Models Matthew Zheng Enis Simsar Hidir Yesiltepe Federico Tombari Joel Simon Pinar Yanardag 228 7 0 20 Jun 2024
Consistency Models Made Easy Zhengyang Geng Ashwini Pokle William Luo Justin Lin J. Zico Kolter 141 52 0 20 Jun 2024
Latent Denoising Diffusion GAN: Faster sampling, Higher image quality Luan Thanh Trinh T. Hamagami DiffM 118 8 0 17 Jun 2024