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
Texturify: Generating Textures on 3D Shape Surfaces Yawar Siddiqui Justus Thies Fangchang Ma Qi Shan Matthias Nießner Angela Dai DiffM 24 71 0 05 Apr 2022
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks P. Shyam S. S. Sengar Kuk-Jin Yoon Kyung-soo Kim 30 9 0 04 Apr 2022
Perception Prioritized Training of Diffusion Models Jooyoung Choi Jungbeom Lee Chaehun Shin Sungwon Kim Hyunwoo J. Kim Sung-Hoon Yoon DiffM 22 232 0 01 Apr 2022
MyStyle: A Personalized Generative Prior Yotam Nitzan Kfir Aberman Qiurui He O. Liba Michal Yarom Yossi Gandelsman Inbar Mosseri Yael Pritch Daniel Cohen-or 32 25 0 31 Mar 2022
Overcoming challenges in leveraging GANs for few-shot data augmentation Christopher Beckham I. Laradji Pau Rodríguez López David Vazquez Derek Nowrouzezahrai C. Pal 8 1 0 30 Mar 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos Xinyu Wang Jan Kautz Sifei Liu GAN 27 18 0 30 Mar 2022
ITTR: Unpaired Image-to-Image Translation with Transformers Wanfeng Zheng Qiang Li Guoxin Zhang Pengfei Wan Zhong-ming Wang ViT 45 17 0 30 Mar 2022
A Style-aware Discriminator for Controllable Image Translation Kunhee Kim S. Park Eunyeong Jeon Tae-Hyeon Kim Daijin Kim 38 24 0 29 Mar 2022
AnyFace: Free-style Text-to-Face Synthesis and Manipulation Jianxin Sun Qiyao Deng Qi Li Muyi Sun Min Ren Zhen Sun CVBM 24 41 0 29 Mar 2022
TL-GAN: Improving Traffic Light Recognition via Data Synthesis for Autonomous Driving Danfeng Wang Xinlong Ma Xiaodong Yang 21 4 0 28 Mar 2022
iPLAN: Interactive and Procedural Layout Planning Feixiang He Yanlong Huang He-Nan Wang 3DV 33 16 0 27 Mar 2022
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization Guilherme C. Oliveira Gustavo de Rosa Daniel Carlos Guimarães Pedronette João Paulo Papa Himeesh Kumar L. A. Passos Dinesh Kumar OOD MedIm 35 9 0 25 Mar 2022
A Unified Contrastive Energy-based Model for Understanding the Generative Ability of Adversarial Training Yifei Wang Yisen Wang Jiansheng Yang Zhouchen Lin AAML 29 13 0 25 Mar 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 40 16 0 24 Mar 2022
Generative Modeling Helps Weak Supervision (and Vice Versa) Benedikt Boecking Nicholas Roberts W. Neiswanger Stefano Ermon Frederic Sala Artur Dubrawski 23 1 0 22 Mar 2022
Dataset Distillation by Matching Training Trajectories George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu FedML DD 76 363 0 22 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 16 1 0 21 Mar 2022
RareGAN: Generating Samples for Rare Classes Zinan Lin Hao Liang Giulia Fanti Vyas Sekar GAN 11 9 0 20 Mar 2022
Deepfake Style Transfer Mixture: a First Forensic Ballistics Study on Synthetic Images Luca Guarnera O. Giudice Sebastiano Battiato 30 8 0 18 Mar 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 38 43 0 17 Mar 2022
deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques Inkyu Sa Jongyoon Lim H. Ahn Bruce A. MacDonald 33 18 0 17 Mar 2022
CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning Yue Wang Ran Yi Luying Li Ying Tai Chengjie Wang Lizhuang Ma VLM ViT 27 13 0 16 Mar 2022
Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs Enis Simsar Umut Kocasari Ezgi Gulperi Er Pinar Yanardag 35 3 0 16 Mar 2022
InsetGAN for Full-Body Image Generation Anna Frühstück Krishna Kumar Singh Eli Shechtman Niloy J. Mitra Peter Wonka Jingwan Lu 3DH 24 59 0 14 Mar 2022
Privacy-friendly Synthetic Data for the Development of Face Morphing Attack Detectors Naser Damer César Augusto Fontanillo López Meiling Fang Noémie Spiller Minh Pham Fadi Boutros 18 46 0 13 Mar 2022
GSDA: Generative Adversarial Network-based Semi-Supervised Data Augmentation for Ultrasound Image Classification Zhaoshan Liu Qiujie Lv Chau Hung Lee Leizhao Shen MedIm GAN 19 5 0 11 Mar 2022
The Role of ImageNet Classes in Fréchet Inception Distance Tuomas Kynkaanniemi Tero Karras M. Aittala Timo Aila J. Lehtinen EGVM VLM 32 199 0 11 Mar 2022
Membership Privacy Protection for Image Translation Models via Adversarial Knowledge Distillation Saeed Ranjbar Alvar Lanjun Wang Jiangbo Pei Yong Zhang VLM 16 2 0 10 Mar 2022
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 47 35 0 09 Mar 2022
Machine Learning in NextG Networks via Generative Adversarial Networks E. Ayanoglu Kemal Davaslioglu Y. Sagduyu GAN 21 34 0 09 Mar 2022
Enhancing Mechanical Metamodels with a Generative Model-Based Augmented Training Dataset Hiba Kobeissi S. Mohammadzadeh Emma Lejeune AI4CE 40 15 0 08 Mar 2022
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs J. Curtò I. D. Zarzà Hong-Mei Yan Carlos T. Calafate 23 1 0 07 Mar 2022
Self-Supervised Face Image Restoration with a One-Shot Reference Yanhui Guo Fangzhou Luo Xiaolin Wu DiffM 28 2 0 06 Mar 2022
DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGAN Wanchao Su Hui Ye Shu-Yu Chen Lin Gao Hongbo Fu 35 22 0 05 Mar 2022
Detecting GAN-generated Images by Orthogonal Training of Multiple CNNs S. Mandelli Nicolò Bonettini Paolo Bestagini Stefano Tubaro 21 46 0 04 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 25 29,982 0 01 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 32 81 0 28 Feb 2022
Application of DatasetGAN in medical imaging: preliminary studies Zong Fan Varun A. Kelkar M. Anastasio Hua Li MedIm 19 5 0 27 Feb 2022
Self-Distilled StyleGAN: Towards Generation from Internet Photos Ron Mokady Michal Yarom Omer Tov Oran Lang Daniel Cohen-Or Tali Dekel Michal Irani Inbar Mosseri 33 44 0 24 Feb 2022
Art Creation with Multi-Conditional StyleGANs Konstantin Dobler Florian Hübscher Jan Westphal Alejandro Sierra-Múnera Gerard de Melo Ralf Krestel GAN AI4CE 25 7 0 23 Feb 2022
Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks Sihyun Yu Jihoon Tack Sangwoo Mo Hyunsu Kim Junho Kim Jung-Woo Ha Jinwoo Shin DiffM VGen 35 199 0 21 Feb 2022
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 17 46 0 19 Feb 2022
Region-Based Semantic Factorization in GANs Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen 18 35 0 19 Feb 2022
When, Why, and Which Pretrained GANs Are Useful? T. Grigoryev A. Voynov Artem Babenko 24 20 0 17 Feb 2022
Understanding DDPM Latent Codes Through Optimal Transport Valentin Khrulkov Gleb Ryzhakov Andrei Chertkov Ivan V. Oseledets OT DiffM 24 51 0 14 Feb 2022
Self-Conditioned Generative Adversarial Networks for Image Editing Yunzhe Liu Rinon Gal Amit H. Bermano Baoquan Chen Daniel Cohen-Or GAN 25 5 0 08 Feb 2022
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics Piera Riccio Kristin Bergaust Boel Christensen-Scheel Juan Carlos De Martin Maria A. Zuluaga Stefano Nichele 11 1 0 07 Feb 2022
FEAT: Face Editing with Attention Xianxu Hou Linlin Shen Or Patashnik Daniel Cohen-Or Hui Huang CVBM 21 20 0 06 Feb 2022
Feature-Style Encoder for Style-Based GAN Inversion Xu Yao A. Newson Y. Gousseau Pierre Hellier 44 19 0 04 Feb 2022
Robust Vector Quantized-Variational Autoencoder Chieh-Hsin Lai Dongmian Zou Gilad Lerman DRL 29 5 0 04 Feb 2022