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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
Interpreting the Weight Space of Customized Diffusion Models Amil Dravid Yossi Gandelsman Kuan-Chieh Wang Rameen Abdal Gordon Wetzstein Alexei A. Efros Kfir Aberman 148 14 0 13 Jun 2024
GGHead: Fast and Generalizable 3D Gaussian Heads Tobias Kirschstein Simon Giebenhain Jiapeng Tang Markos Georgopoulos Matthias Nießner 3DGS 133 31 0 13 Jun 2024
Learning Images Across Scales Using Adversarial Training Krzysztof Wolski Adarsh Djeacoumar Alireza Javanmardi Hans-Peter Seidel Christian Theobalt Guillaume Cordonnier K. Myszkowski G. Drettakis Xingang Pan Thomas Leimkuhler 132 3 0 13 Jun 2024
Ablation Based Counterfactuals Zheng Dai David K Gifford 83 0 0 12 Jun 2024
A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models Xiaoyan Hu Ho-fung Leung Farzan Farnia 31 7 0 11 Jun 2024
GANetic Loss for Generative Adversarial Networks with a Focus on Medical Applications S. Akhmedova Nils Körber GAN MedIm 121 0 0 07 Jun 2024
CLoG: Benchmarking Continual Learning of Image Generation Models Haotian Zhang Junting Zhou Haowei Lin Hang Ye Jianhua Zhu Zihao Wang Liangcai Gao Yizhou Wang Yitao Liang DiffM VLM 104 3 0 07 Jun 2024
M&M VTO: Multi-Garment Virtual Try-On and Editing Luyang Zhu Yingwei Li Nan Liu Hao Peng Dawei Yang Ira Kemelmacher-Shlizerman DiffM 106 19 0 06 Jun 2024
Efficient 3D-Aware Facial Image Editing via Attribute-Specific Prompt Learning Amandeep Kumar Muhammad Awais Sanath Narayan Hisham Cholakkal Salman Khan Rao Muhammad Anwer 140 1 0 06 Jun 2024
Principles of Designing Robust Remote Face Anti-Spoofing Systems Xiang Xu Tianchen Zhao Zheng Zhang Zhihua Li Jon Wu Alessandro Achille Mani Srivastava AAML 118 5 0 06 Jun 2024
Mixed Diffusion for 3D Indoor Scene Synthesis Siyi Hu Diego Martin Arroyo Stephanie Debats Fabian Manhardt Luca Carlone Federico Tombari DiffM 141 11 0 31 May 2024
Early Stopping Criteria for Training Generative Adversarial Networks in Biomedical Imaging Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly 124 2 0 31 May 2024
Diffusion Models Are Innate One-Step Generators Bowen Zheng Tianming Yang DiffM VLM 124 15 0 31 May 2024
Conditioning GAN Without Training Dataset Kidist Amde Mekonnen DD AI4CE 44 0 0 31 May 2024
Improving the Training of Rectified Flows Sangyun Lee Zinan Lin Giulia Fanti 141 46 0 30 May 2024
Exploring Diffusion Models' Corruption Stage in Few-Shot Fine-tuning and Mitigating with Bayesian Neural Networks Xiaoyu Wu Jiaru Zhang Yang Hua Bohan Lyu Hao Wang Tao Song Haibing Guan DiffM 155 1 0 30 May 2024
DNPM: A Neural Parametric Model for the Synthesis of Facial Geometric Details Haitao Cao Baoping Cheng Qiran Pu Haocheng Zhang Bin Luo Yixiang Zhuang Juncong Lin Liyan Chen Xuan Cheng 3DH 130 0 0 30 May 2024
$$E^{3}$Gen: Efficient, Expressive and Editable Avatars Generation$ $E^{3}$ Gen: Efficient, Expressive and Editable Avatars Generation Weitian Zhang Manwen Liao Yunhui Liu Xingdong Sheng Yunbo Wang 169 4 0 29 May 2024
Reconstructing Interpretable Features in Computational Super-Resolution microscopy via Regularized Latent Search Marzieh Gheisari Auguste Genovesio 99 0 0 29 May 2024
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training Kai Wang Yukun Zhou Mingjia Shi Zhihang Yuan Yuzhang Shang Yuzhang Shang Hanwang Zhang Hanwang Zhang Yang You 246 18 0 27 May 2024
MCGAN: Enhancing GAN Training with Regression-Based Generator Loss Baoren Xiao Hao Ni Weixin Yang GAN 322 2 0 27 May 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 265 2 0 25 May 2024
A3:Ambiguous Aberrations Captured via Astray-Learning for Facial Forgery Semantic Sublimation Xinan He Yue Zhou Wei Ye Feng Ding CVBM 99 1 0 24 May 2024
Learning Latent Space Hierarchical EBM Diffusion Models Jiali Cui Tian Han DiffM 155 5 0 22 May 2024
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge Distillation Sangyeop Yeo Yoojin Jang Jaejun Yoo 161 3 0 19 May 2024
BOSC: A Backdoor-based Framework for Open Set Synthetic Image Attribution Jun Wang B. Tondi Mauro Barni DiffM 141 2 0 19 May 2024
Deep MMD Gradient Flow without adversarial training Alexandre Galashov Valentin De Bortoli Arthur Gretton DiffM 121 9 0 10 May 2024
Controllable Image Generation With Composed Parallel Token Prediction Jamie Stirling Noura Al-Moubayed 106 0 0 10 May 2024
Distilling Diffusion Models into Conditional GANs Minguk Kang Richard Zhang Connelly Barnes Sylvain Paris Suha Kwak Jaesik Park Eli Shechtman Jun-Yan Zhu Taesung Park 405 53 0 09 May 2024
Report on the AAPM Grand Challenge on deep generative modeling for learning medical image statistics Rucha Deshpande Varun A. Kelkar Dimitrios S. Gotsis Prabhat Kc Rongping Zeng Kyle J. Myers F. Brooks M. Anastasio MedIm 106 6 0 03 May 2024
Customizing Text-to-Image Models with a Single Image Pair Maxwell Jones Sheng-Yu Wang Nupur Kumari David Bau Jun-Yan Zhu DiffM 146 25 0 02 May 2024
Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models Colton R. Crum Samuel Webster Adam Czajka AAML CVBM 88 2 0 01 May 2024
Hide and Seek: How Does Watermarking Impact Face Recognition? Yuguang Yao Steven Grosz Sijia Liu Anil K. Jain 122 2 0 29 Apr 2024
Synthesizing Iris Images using Generative Adversarial Networks: Survey and Comparative Analysis Shivangi Yadav Arun Ross GAN 120 4 0 26 Apr 2024
Conditional Distribution Modelling for Few-Shot Image Synthesis with Diffusion Models Parul Gupta Munawar Hayat Abhinav Dhall Thanh-Toan Do DiffM 94 1 0 25 Apr 2024
3D Face Modeling via Weakly-supervised Disentanglement Network joint Identity-consistency Prior Guohao Li Hongyu Yang Di Huang Yun Wang CVBM CoGe 110 0 0 25 Apr 2024
An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape Sifat Muhammad Abdullah Aravind Cheruvu Shravya Kanchi Taejoong Chung Peng Gao Murtuza Jadliwala Bimal Viswanath AAML 124 27 0 24 Apr 2024
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset Nicolò Di Domenico Guido Borghi Annalisa Franco Davide Maltoni CVBM 104 12 0 17 Apr 2024
Text-Driven Diverse Facial Texture Generation via Progressive Latent-Space Refinement Chi-Yin Wang Junming Huang Rong Zhang Qi Wang Haotian Yang Haibin Huang Chongyang Ma Weiwei Xu 3DH 113 2 0 15 Apr 2024
S3Editor: A Sparse Semantic-Disentangled Self-Training Framework for Face Video Editing Guangzhi Wang Tianyi Chen Kamran Ghasedi HsiangTao Wu Tianyu Ding Chris Nuesmeyer Ilya Zharkov Mohan Kankanhalli Luming Liang 110 1 0 11 Apr 2024
ObjBlur: A Curriculum Learning Approach With Progressive Object-Level Blurring for Improved Layout-to-Image Generation Stanislav Frolov Brian B. Moser Sebastián M. Palacio Andreas Dengel DiffM 88 0 0 11 Apr 2024
InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization Xiefan Guo Jinlin Liu Miaomiao Cui Jiankai Li Hongyu Yang Di Huang 135 59 0 06 Apr 2024
SDFR: Synthetic Data for Face Recognition Competition Hatef Otroshi-Shahreza Christophe Ecabert Anjith George A. Unnervik S´ebastien Marcel ... R. Vera-Rodríguez Gianpaolo Perelli G. Orrú G. L. Marcialis Julian Fierrez 117 31 0 06 Apr 2024
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 174 5 0 04 Apr 2024
Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data Francesco P. Ramunno S. Hackstein V. Kinakh M. Drozdova Guillaume Quétant A. Csillaghy S. Voloshynovskiy AI4CE DiffM 80 4 0 03 Apr 2024
Fashion Style Editing with Generative Human Prior Chaerin Kong Seungyong Lee Soohyeok Im Wonsuk Yang 139 0 0 02 Apr 2024
Learning to Generate Conditional Tri-plane for 3D-aware Expression Controllable Portrait Animation Taekyung Ki Dongchan Min Gyeongsu Chae 3DH 162 7 0 31 Mar 2024
Parameter and Data-Efficient Spectral StyleDCGAN Aryan Garg CVBM GAN 80 0 0 31 Mar 2024
CHAIN: Enhancing Generalization in Data-Efficient GANs via lipsCHitz continuity constrAIned Normalization Yao Ni Piotr Koniusz AI4CE GAN 245 4 0 31 Mar 2024
Generative Medical Segmentation Jiayu Huo Ouyang Xi Sébastien Ourselin Rachel Sparks MedIm 96 3 0 27 Mar 2024