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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
SONA: Learning Conditional, Unconditional, and Mismatching-Aware Discriminator Yuhta Takida Satoshi Hayakawa Takashi Shibuya Masaaki Imaizumi Naoki Murata Bac Nguyen Toshimitsu Uesaka Chieh-Hsin Lai Yuki Mitsufuji DiffM 4 0 0 06 Oct 2025
What Makes Diffusion Language Models Super Data Learners? Zitian Gao Haoming Luo Lynx Chen Jason Klein Liu Ran Tao Joey Zhou Bryan Dai 8 0 0 05 Oct 2025
Neon: Negative Extrapolation From Self-Training Improves Image Generation Sina Alemohammad Zhangyang Wang Richard G. Baraniuk SyDa 34 0 0 04 Oct 2025
Dale meets Langevin: A Multiplicative Denoising Diffusion Model Nishanth Shetty Madhava Prasath C. Seelamantula DiffM 34 0 0 03 Oct 2025
UCD: Unconditional Discriminator Promotes Nash Equilibrium in GANs Mengfei Xia Nan Xue Jiapeng Zhu Yujun Shen 4 0 0 01 Oct 2025
Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents Beomsu Kim Byunghee Cha Jong Chul Ye 8 0 0 01 Oct 2025
Continuously Augmented Discrete Diffusion model for Categorical Generative Modeling Huangjie Zheng Shansan Gong Ruixiang Zhang Tianrong Chen Jiatao Gu Mingyuan Zhou Navdeep Jaitly Y. Zhang DiffM 4 0 0 01 Oct 2025
No Modality Left Behind: Adapting to Missing Modalities via Knowledge Distillation for Brain Tumor Segmentation Shenghao Zhu Yifei Chen Weihong Chen Shuo Jiang Guanyu Zhou Yuanhan Wang F. Qin Changmiao Wang Qiyuan Tian 4 0 0 18 Sep 2025
DRAG: Data Reconstruction Attack using Guided Diffusion Wa-Kin Lei Jun-Cheng Chen Shang-Tse Chen DiffM 40 0 0 15 Sep 2025
Face4FairShifts: A Large Image Benchmark for Fairness and Robust Learning across Visual Domains Yumeng Lin Dong Li Xintao Wu Minglai Shao Xujiang Zhao Zhong Chen Chen Zhao CVBM OOD VLM 24 0 0 31 Aug 2025
Structure-preserving Feature Alignment for Old Photo Colorization Yingxue Pang Xin Jin Jun Fu Zhibo Chen 32 5 0 18 Aug 2025
Leveraging Diffusion Models for Stylization using Multiple Style Images Dan Ruta Abdelaziz Djelouah Raphael Ortiz Christopher Schroers DiffM 28 0 0 18 Aug 2025
A Segmentation-driven Editing Method for Bolt Defect Augmentation and Detection Yangjie Xiao Ke Zhang Jiacun Wang Xin Sheng Yurong Guo Meijuan Chen Zehua Ren Zhaoye Zheng Zhenbing Zhao 48 0 0 14 Aug 2025
Privacy-enhancing Sclera Segmentation Benchmarking Competition: SSBC 2025 Matej Vitek Darian Tomašević Abhijit Das Sabari Nathan Gökhan Özbulak ... Raghavendra Ramachandra Aditya Nigam Umapada Pal Peter Peer Vitomir Štruc 32 0 0 14 Aug 2025
Flow Battery Manifold Design with Heterogeneous Inputs Through Generative Adversarial Neural Networks Eric Seng Hugh O'Connor Adam Boyce Josh J. Bailey Anton van Beek AI4CE 36 0 0 12 Aug 2025
Score Augmentation for Diffusion Models Liang Hou Yuan Gao Boyuan Jiang Xin Tao Qi Yan Renjie Liao Pengfei Wan Di Zhang Kun Gai DiffM 53 0 0 11 Aug 2025
AuthPrint: Fingerprinting Generative Models Against Malicious Model Providers Kai Yao Marc Juarez WIGM 68 1 0 06 Aug 2025
Case Studies of Generative Machine Learning Models for Dynamical Systems Nachiket U. Bapat Randy C. Paffenroth Raghvendra V. Cowlagi AI4CE 46 0 0 06 Aug 2025
Enhancing Spectrogram Realism in Singing Voice Synthesis via Explicit Bandwidth Extension Prior to Vocoder Runxuan Yang Kai Li Guo Chen Xiaolin Hu 32 0 0 03 Aug 2025
Hot-Swap MarkBoard: An Efficient Black-box Watermarking Approach for Large-scale Model Distribution Zhicheng Zhang Peizhuo Lv Mengke Wan Jiang Fang Diandian Guo Yezeng Chen Yinlong Liu Wei Ma Jiyan Sun Liru Geng 62 0 0 28 Jul 2025
Facial Demorphing from a Single Morph Using a Latent Conditional GAN Nitish Shukla Arun Ross 73 0 0 24 Jul 2025
Towards Facilitated Fairness Assessment of AI-based Skin Lesion Classifiers Through GenAI-based Image Synthesis Ko Watanabe. Stanislav Frolov. Adriano Lucieri. Andreas Dengel Stanislav Frolov Adriano Lucieri Andreas Dengel MedIm 69 0 0 23 Jul 2025
Divisive Decisions: Improving Salience-Based Training for Generalization in Binary Classification Tasks Jacob Piland Chris Sweet A. Czajka 36 0 0 22 Jul 2025
Enhanced Generative Model Evaluation with Clipped Density and Coverage Nicolas Salvy Hugues Talbot Bertrand Thirion 59 0 0 02 Jul 2025
Generating Heterogeneous Multi-dimensional Data : A Comparative Study Michael Corbeau Emmanuelle Claeys Mathieu Serrurier Pascale Zaraté DiffM 76 0 0 30 Jun 2025
Exploring Image Generation via Mutually Exclusive Probability Spaces and Local Correlation Hypothesis Chenqiu Zhao Anup Basu 78 0 0 26 Jun 2025
Enhancing Privacy: The Utility of Stand-Alone Synthetic CT and MRI for Tumor and Bone Segmentation André Ferreira Kunpeng Xie Caroline Wilpert Gustavo Correia Felix Barajas Ordonez ... Jens Kleesiek Daniel Truhn Jan Egger Victor Alves B. Puladi MedIm 86 0 0 13 Jun 2025
AIR: Zero-shot Generative Model Adaptation with Iterative Refinement Guimeng Liu Milad Abdollahzadeh Ngai-Man Cheung VLM 207 0 0 12 Jun 2025
Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation Bowen Zheng Tianming Yang VLM 139 2 0 11 Jun 2025
Vectorized Region Based Brush Strokes for Artistic Rendering Jeripothula Prudviraj Vikram Jamwal DiffM 103 0 0 11 Jun 2025
Modelship Attribution: Tracing Multi-Stage Manipulations Across Generative Models Zhiya Tan Xin Zhang Joey Tianyi Zhou 111 0 0 03 Jun 2025
Synthetic Generation and Latent Projection Denoising of Rim Lesions in Multiple Sclerosis Alexandra G. Roberts Ha Luu Mert Sisman A. Dimov Ceren Tozlu I. Kovanlikaya S. Gauthier Thanh D. Nguyen Yi Wang MedIm 88 0 0 29 May 2025
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments Junming Liu Yanting Gao Siyuan Meng Yifei Sun Aoqi Wu Yufei Jin Yirong Chen Ding Wang Guosun Zeng 135 2 0 26 May 2025
Discrete Markov Bridge Hengli Li Yuxuan Wang Song-Chun Zhu Ying Nian Wu Zilong Zheng DiffM 117 0 0 26 May 2025
Beyond Masked and Unmasked: Discrete Diffusion Models via Partial Masking Chen-Hao Chao Wei-Fang Sun Hanwen Liang Chun-Yi Lee Rahul G. Krishnan DiffM 531 3 0 24 May 2025
Incorporating Visual Correspondence into Diffusion Model for Virtual Try-On Siqi Wan Jingwen Chen Yingwei Pan Ting Yao Tao Mei DiffM 309 2 0 22 May 2025
One-Step Offline Distillation of Diffusion-based Models via Koopman Modeling Nimrod Berman Ilan Naiman Moshe Eliasof Hedi Zisling Omri Azencot DiffM OffRL 191 1 0 19 May 2025
Behind the Screens: Uncovering Bias in AI-Driven Video Interview Assessments Using Counterfactuals Dena F. Mujtaba Nihar R. Mahapatra 128 0 0 17 May 2025
DDAE++: Enhancing Diffusion Models Towards Unified Generative and Discriminative Learning Weilai Xiang Hongyu Yang Di Huang Yunhong Wang 211 1 0 16 May 2025
Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models Shirin Shoushtari Edward P. Chandler Yuanhao Wang M. Salman Asif Ulugbek S. Kamilov DiffM 350 1 0 16 May 2025
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 166 0 0 07 May 2025
Generative Fields: Uncovering Hierarchical Feature Control for StyleGAN via Inverted Receptive Fields Zhuo He Paul Henderson Nicolas Pugeault GAN 156 0 0 24 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 171 1 0 17 Apr 2025
High-Fidelity Image Inpainting with Multimodal Guided GAN Inversion Libo Zhang Yongsheng Yu Jiali Yao Heng Fan 157 1 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 193 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 237 4 0 10 Apr 2025
Generative Adversarial Networks with Limited Data: A Survey and Benchmarking Omar de Mitri Ruyu Wang Marco F. Huber 170 0 0 07 Apr 2025
Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion Yuxi Mi Zhizhou Zhong Yanhua Huang Qiuyang Yuan Xuan Zhao Jianqing Xu Shouhong Ding Shaoming Wang Rizen Guo Shuigeng Zhou DiffM 188 5 0 01 Apr 2025
Style Quantization for Data-Efficient GAN Training Jian Wang Xin Lan Jizhe Zhou Yuxin Tian Jiancheng Lv 133 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 146 1 0 31 Mar 2025