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
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 29 50 0 16 Jun 2022
VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids Katja Schwarz Axel Sauer Michael Niemeyer Yiyi Liao Andreas Geiger 31 146 0 15 Jun 2022
Subsurface Depths Structure Maps Reconstruction with Generative Adversarial Networks D. Ivlev GAN 11 0 0 15 Jun 2022
Turning a Curse into a Blessing: Enabling In-Distribution-Data-Free Backdoor Removal via Stabilized Model Inversion Si-An Chen Yi Zeng J. T.Wang Won Park Xun Chen Lingjuan Lyu Zhuoqing Mao R. Jia 18 3 0 14 Jun 2022
Is Self-Supervised Learning More Robust Than Supervised Learning? Yuanyi Zhong Haoran Tang Jun-Kun Chen Jian-wei Peng Yu-xiong Wang SSL OOD 27 24 0 10 Jun 2022
BigVGAN: A Universal Neural Vocoder with Large-Scale Training Sang-gil Lee Ming-Yu Liu Boris Ginsburg Bryan Catanzaro Sung-Hoon Yoon 22 228 0 09 Jun 2022
Generating Long Videos of Dynamic Scenes Tim Brooks Janne Hellsten M. Aittala Ting-Chun Wang Timo Aila J. Lehtinen Xuan Li Alexei A. Efros Tero Karras SyDa 9 101 0 07 Jun 2022
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps Seung Wook Kim Karsten Kreis Daiqing Li Antonio Torralba Sanja Fidler GAN 39 5 0 06 Jun 2022
Diffusion-GAN: Training GANs with Diffusion Zhendong Wang Huangjie Zheng Pengcheng He Weizhu Chen Mingyuan Zhou DiffM 26 221 0 05 Jun 2022
Compositional Visual Generation with Composable Diffusion Models Nan Liu Shuang Li Yilun Du Antonio Torralba J. Tenenbaum DiffM CoGe 37 498 0 03 Jun 2022
Elucidating the Design Space of Diffusion-Based Generative Models Tero Karras M. Aittala Timo Aila S. Laine DiffM 52 1,839 0 01 Jun 2022
PAGER: Progressive Attribute-Guided Extendable Robust Image Generation Zohreh Azizi C.-C. Jay Kuo VLM DiffM GAN 33 8 0 01 Jun 2022
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs James Oldfield Christos Tzelepis Yannis Panagakis M. Nicolaou Ioannis Patras GAN 25 23 0 31 May 2022
Augmentation-Aware Self-Supervision for Data-Efficient GAN Training Liang Hou Qi Cao Yige Yuan Songtao Zhao Chongyang Ma Siyuan Pan Pengfei Wan Xiaoshuang Li Huawei Shen Xueqi Cheng 23 7 0 31 May 2022
MontageGAN: Generation and Assembly of Multiple Components by GANs Chean Fei Shee Seiichi Uchida GAN 26 0 0 31 May 2022
Looks Like Magic: Transfer Learning in GANs to Generate New Card Illustrations Matheus K. Venturelli P. H. Gomes Jonatas Wehrmann GAN 23 1 0 28 May 2022
Enhancing Quality of Pose-varied Face Restoration with Local Weak Feature Sensing and GAN Prior Kaigeng Hu Yu Liu Renhe Liu Wei Lu Gang Yu Bin-Bin Fu CVBM 28 3 0 28 May 2022
Fake It Till You Make It: Towards Accurate Near-Distribution Novelty Detection Hossein Mirzaei Mohammadreza Salehi Sajjad Shahabi E. Gavves Cees G. M. Snoek Mohammad Sabokrou M. Rohban OOD 13 6 0 28 May 2022
Video2StyleGAN: Disentangling Local and Global Variations in a Video Rameen Abdal Peihao Zhu Niloy J. Mitra Peter Wonka VGen 30 7 0 27 May 2022
Maximum Likelihood Training of Implicit Nonlinear Diffusion Models Dongjun Kim Byeonghu Na S. Kwon Dongsoo Lee Wanmo Kang Il-Chul Moon DiffM 213 52 0 27 May 2022
One-Shot Face Reenactment on Megapixels Wonjun Kang Geonsu Lee H. Koo N. Cho CVBM 46 7 0 26 May 2022
Cross-Domain Style Mixing for Face Cartoonization Seungkwon Kim Chaeheon Gwak Dohyun Kim K. Lee Jihye Back Namhyuk Ahn Daesik Kim CVBM 45 7 0 25 May 2022
Evidence for Hypodescent in Visual Semantic AI Robert Wolfe M. Banaji Aylin Caliskan VLM 30 36 0 22 May 2022
Covariance Matrix Adaptation MAP-Annealing Matthew C. Fontaine Stefanos Nikolaidis 48 25 0 22 May 2022
Principled Knowledge Extrapolation with GANs Ruili Feng Jie Xiao Kecheng Zheng Deli Zhao Jingren Zhou Qibin Sun Zhengjun Zha 62 8 0 21 May 2022
A Tale of Two Flows: Cooperative Learning of Langevin Flow and Normalizing Flow Toward Energy-Based Model Jianwen Xie Y. Zhu Juntao Li Ping Li 24 50 0 13 May 2022
Overparameterization Improves StyleGAN Inversion Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Jean-François Lalonde 43 4 0 12 May 2022
Tensor-based Emotion Editing in the StyleGAN Latent Space René Haas Stella Grasshof Sami S. Brandt CVBM 14 9 0 12 May 2022
D3T-GAN: Data-Dependent Domain Transfer GANs for Few-shot Image Generation Xintian Wu Huanyu Wang Yiming Wu Xi Li 19 2 0 12 May 2022
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder Yaniv Romano Matteo Sesia Yanfei Zhou UQCV 23 48 0 12 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-man Cheung 34 72 0 08 May 2022
Generate and Edit Your Own Character in a Canonical View Jeong-gi Kwak Yuanming Li Dongsik Yoon D. Han Hanseok Ko 14 3 0 06 May 2022
Generative Adversarial Network Based Synthetic Learning and a Novel Domain Relevant Loss Term for Spine Radiographs E. Schonfeld A. Veeravagu MedIm 21 1 0 05 May 2022
GAN Inversion for Data Augmentation to Improve Colonoscopy Lesion Classification M. Golhar Taylor L. Bobrow S. Ngamruengphong Nicholas J. Durr MedIm 27 8 0 04 May 2022
End-to-End Visual Editing with a Generatively Pre-Trained Artist A. Brown Cheng-Yang Fu Omkar M. Parkhi Tamara L. Berg Andrea Vedaldi DiffM 32 8 0 03 May 2022
BiOcularGAN: Bimodal Synthesis and Annotation of Ocular Images Darian Tomašević Peter Peer Vitomir Štruc 29 2 0 03 May 2022
OSSGAN: Open-Set Semi-Supervised Image Generation Kai Katsumata D. Vo Hideki Nakayama VLM GAN 24 6 0 29 Apr 2022
Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN Dong-Yeon Lee Jae Young Lee Doyeon Kim Jaehyun Choi Junmo Kim 38 2 0 29 Apr 2022
An Overview of Recent Work in Media Forensics: Methods and Threats Kratika Bhagtani A. Yadav Emily R. Bartusiak Ziyue Xiang Ruiting Shao Sriram Baireddy Edward J. Delp AAML 52 25 0 26 Apr 2022
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Shahaf Ettedgui Shady Abu Hussein Raja Giryes 29 16 0 25 Apr 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation Jianglin Fu Shikai Li Yuming Jiang Kwan-Yee Lin Chao Qian Chen Change Loy Wayne Wu Ziwei Liu 3DH 53 147 0 25 Apr 2022
A Comprehensive Survey on Data-Efficient GANs in Image Generation Ziqiang Li Beihao Xia Jing Zhang Chaoyue Wang Bin Li 19 33 0 18 Apr 2022
Diagnosing and Fixing Manifold Overfitting in Deep Generative Models G. Loaiza-Ganem Brendan Leigh Ross Jesse C. Cresswell Anthony L. Caterini GAN DRL 19 28 0 14 Apr 2022
Any-resolution Training for High-resolution Image Synthesis Lucy Chai Michael Gharbi Eli Shechtman Phillip Isola Richard Y. Zhang 35 66 0 14 Apr 2022
medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space Amil Dravid Florian Schiffers Boqing Gong Aggelos K. Katsaggelos GAN MedIm 30 9 0 11 Apr 2022
Commonality in Natural Images Rescues GANs: Pretraining GANs with Generic and Privacy-free Synthetic Data Kyungjune Baek Hyunjung Shim 30 12 0 11 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 21 38 0 10 Apr 2022
On the Exploitation of Deepfake Model Recognition Luca Guarnera O. Giudice Matthias Niessner Sebastiano Battiato 32 19 0 09 Apr 2022
Unsupervised Image-to-Image Translation with Generative Prior Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy GAN 28 33 0 07 Apr 2022
PetroGAN: A novel GAN-based approach to generate realistic, label-free petrographic datasets I. Ferreira L. Ochoa A. Koeshidayatullah GAN 23 1 0 07 Apr 2022