Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

50 / 1,049 papers shown

Title
NeRF-GAN Distillation for Efficient 3D-Aware Generation with Convolutions Mohamad Shahbazi Evangelos Ntavelis A. Tonioni Edo Collins D. Paudel Martin Danelljan Luc Van Gool 35 6 0 22 Mar 2023
Explain To Me: Salience-Based Explainability for Synthetic Face Detection Models Colton R. Crum Patrick J. Tinsley Aidan Boyd Jacob Piland Christopher Sweet Timothy D. Kelley Kevin W. Bowyer A. Czajka CVBM XAI AAML FAtt 16 6 0 21 Mar 2023
CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning Yang Zhao Jianwen Xie Ping Li GAN 41 3 0 21 Mar 2023
Fix the Noise: Disentangling Source Feature for Controllable Domain Translation Dongyeun Lee Jae Young Lee Doyeon Kim Jaehyun Choi Jaejun Yoo Junmo Kim 35 5 0 21 Mar 2023
k-SALSA: k-anonymous synthetic averaging of retinal images via local style alignment Minkyu Jeon Hyeon-Jin Park Hyunwoo J. Kim Michael Morley Hyunghoon Cho MedIm 34 4 0 20 Mar 2023
A Recipe for Watermarking Diffusion Models Yunqing Zhao Tianyu Pang Chao Du Xiao Yang Ngai-man Cheung Min Lin WIGM 30 115 0 17 Mar 2023
MODIFY: Model-driven Face Stylization without Style Images Yuhe Ding Jian Liang Jie Cao A. Zheng Ran He CVBM 33 2 0 17 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 51 176 0 16 Mar 2023
Mimic3D: Thriving 3D-Aware GANs via 3D-to-2D Imitation Xingyu Chen Yu Deng Baoyuan Wang 32 14 0 16 Mar 2023
MeshDiffusion: Score-based Generative 3D Mesh Modeling Zhen Liu Yao Feng Michael J. Black Derek Nowrouzezahrai Liam Paull Wei-yu Liu DiffM 36 151 0 14 Mar 2023
Interpretable ODE-style Generative Diffusion Model via Force Field Construction Weiyang Jin Yongpei Zhu Yuxi Peng DiffM 28 0 0 14 Mar 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy CVBM 42 24 0 10 Mar 2023
DACov: A Deeper Analysis of Data Augmentation on the Computed Tomography Segmentation Problem Bruno A. Krinski Daniel V. Ruiz Rayson Laroca E. Todt 3DPC 20 2 0 10 Mar 2023
Explainable Semantic Medical Image Segmentation with Style Weiqun Dai Siyu Liu Craig B. Engstrom Shekhar S. Chandra MedIm 73 0 0 10 Mar 2023
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images Ankit V. Manerikar A. Kak VLM 29 2 0 10 Mar 2023
Learning Stationary Markov Processes with Contrastive Adjustment L. Bergenstråhle J. Lagergren J. Lundeberg BDL 16 0 0 09 Mar 2023
Presentation Attack Detection with Advanced CNN Models for Noncontact-based Fingerprint Systems Sandip Purnapatra Conor Miller-Lynch Stephen Miner Yu Liu Keivan Bahmani Soumyabrata Dey Stephanie Schuckers AAML 25 20 0 09 Mar 2023
Optimizing CAD Models with Latent Space Manipulation J. Elstner Raoul Schönhof Steffen Tauber Marco F. Huber 42 0 0 09 Mar 2023
Pedestrian Attribute Editing for Gait Recognition and Anonymization Jingzhe Ma Dingqiang Ye Chao Fan Shiqi Yu CVBM 29 3 0 09 Mar 2023
High Fidelity Synthetic Face Generation for Rosacea Skin Condition from Limited Data Anwesha Mohanty Alistair Sutherland Marija Bezbradica Hossein Javidnia MedIm 16 1 0 08 Mar 2023
M-EBM: Towards Understanding the Manifolds of Energy-Based Models Xiulong Yang Shihao Ji 35 3 0 08 Mar 2023
MOSO: Decomposing MOtion, Scene and Object for Video Prediction M. Sun Weining Wang Xinxin Zhu Jing Liu 21 14 0 07 Mar 2023
Guiding Energy-based Models via Contrastive Latent Variables Hankook Lee Jongheon Jeong Sejun Park Jinwoo Shin BDL 32 14 0 06 Mar 2023
MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned from Image Pairs Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan VGen 36 4 0 06 Mar 2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Meiling Fang Marco Huber Naser Damer AAML 50 21 0 05 Mar 2023
Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation Yuxuan Duan Y. Hong Li Niu Liqing Zhang 48 51 0 04 Mar 2023
Improving GAN Training via Feature Space Shrinkage Haozhe Liu Wentian Zhang Bing Li Haoqian Wu Nanjun He Yawen Huang Yuexiang Li Guohao Li Yefeng Zheng GAN 13 6 0 02 Mar 2023
3D generation on ImageNet Ivan Skorokhodov Aliaksandr Siarohin Yinghao Xu Jian Ren Hsin-Ying Lee Peter Wonka Sergey Tulyakov 69 55 0 02 Mar 2023
Analyzing Effects of Fake Training Data on the Performance of Deep Learning Systems Pratinav Seth Akshat Bhandari Kumud Lakara 20 0 0 02 Mar 2023
Improving Model's Focus Improves Performance of Deep Learning-Based Synthetic Face Detectors Jacob Piland A. Czajka Christopher Sweet AAML CVBM 30 0 0 01 Mar 2023
Diffusion Probabilistic Fields Peiye Zhuang Samira Abnar Jiatao Gu Alex Schwing Joshua M. Susskind Miguel Angel Bautista DiffM 24 25 0 01 Mar 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 48 9 0 28 Feb 2023
DREAM: Efficient Dataset Distillation by Representative Matching Yanqing Liu Jianyang Gu Kai Wang Zheng Hua Zhu Wei Jiang Yang You DD 39 78 0 28 Feb 2023
Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance Yoonjeon Kim Hyunsung Kim Junho Kim Yunjey Choi Eunho Yang 39 1 0 26 Feb 2023
Modulating Pretrained Diffusion Models for Multimodal Image Synthesis Cusuh Ham James Hays Jingwan Lu Krishna Kumar Singh Zhifei Zhang Tobias Hinz DiffM 21 24 0 24 Feb 2023
Disease Severity Regression with Continuous Data Augmentation Shumpei Takezaki Kiyohito Tanaka Seiichi Uchida T. Kadota MedIm GAN 11 3 0 24 Feb 2023
RGI: robust GAN-inversion for mask-free image inpainting and unsupervised pixel-wise anomaly detection Shancong Mou Xiaoyi Gu Mengsi Cao Haoping Bai Ping Huang Jiulong Shan Jianjun Shi 21 9 0 24 Feb 2023
Unpaired Translation from Semantic Label Maps to Images by Leveraging Domain-Specific Simulations Lin Zhang Tiziano Portenier O. Goksel MedIm 25 1 0 21 Feb 2023
Texturize a GAN Using a Single Image Pengda Xiang Sitao Xiang Yajie Zhao GAN 28 0 0 21 Feb 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels Zebin You Yong Zhong Fan Bao Jiacheng Sun Chongxuan Li Jun Zhu DiffM VLM 209 36 0 21 Feb 2023
Restoration based Generative Models Jaemoo Choi Yesom Park Myung-joo Kang DiffM AI4CE 44 5 0 20 Feb 2023
Defect Transfer GAN: Diverse Defect Synthesis for Data Augmentation Ruyu Wang Sabrina Hoppe Eduardo Monari Marco F. Huber 30 17 0 16 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 38 18 0 13 Feb 2023
In-N-Out: Faithful 3D GAN Inversion with Volumetric Decomposition for Face Editing Yiran Xu Zhixin Shu Cameron Smith Seoung Wug Oh Jia-Bin Huang 3DH CVBM 41 3 0 09 Feb 2023
Q-Diffusion: Quantizing Diffusion Models Xiuyu Li Yijia Liu Long Lian Hua Yang Zhen Dong Daniel Kang Shanghang Zhang Kurt Keutzer DiffM MQ 50 155 0 08 Feb 2023
Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models Shawn Shan Jenna Cryan Emily Wenger Haitao Zheng Rana Hanocka Ben Y. Zhao WIGM 17 177 0 08 Feb 2023
Domain Re-Modulation for Few-Shot Generative Domain Adaptation Yi Wu Ziqiang Li Chaoyue Wang Heliang Zheng Shan Zhao Bin Li Dacheng Ta 38 18 0 06 Feb 2023
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation Dimitrios E. Diamantis Panagiota Gatoula Anastasios Koulaouzidis D. Iakovidis MedIm 39 5 0 04 Feb 2023
MorDIFF: Recognition Vulnerability and Attack Detectability of Face Morphing Attacks Created by Diffusion Autoencoders Naser Damer Meiling Fang Patrick Siebke J. Kolf Marco Huber Fadi Boutros DiffM 25 39 0 03 Feb 2023
CFFT-GAN: Cross-domain Feature Fusion Transformer for Exemplar-based Image Translation Tianxiang Ma Bingchuan Li Wei Liu Miao Hua Jing Dong Tieniu Tan 23 5 0 03 Feb 2023