Analyzing and Improving the Image Quality of StyleGAN

3 December 2019

Papers citing "Analyzing and Improving the Image Quality of StyleGAN"

50 / 1,473 papers shown

Title
Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment Jiayu Xiao Liang Li Chaofei Wang Zhengjun Zha Qingming Huang GAN 49 73 0 06 Mar 2022
Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance Shiwei Liu Yuesong Tian Tianlong Chen Li Shen 49 9 0 05 Mar 2022
DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGAN Wanchao Su Hui Ye Shu-Yu Chen Lin Gao Hongbo Fu 43 22 0 05 Mar 2022
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values Ahmed Imtiaz Humayun Randall Balestriero Richard Baraniuk 26 31 0 03 Mar 2022
Detecting High-Quality GAN-Generated Face Images using Neural Networks Ehsan Nowroozi Mauro Conti Yassine Mekdad CVBM 21 10 0 03 Mar 2022
Autoregressive Image Generation using Residual Quantization Doyup Lee Chiheon Kim Saehoon Kim Minsu Cho Wook-Shin Han VGen 184 334 0 03 Mar 2022
PetsGAN: Rethinking Priors for Single Image Generation Zicheng Zhang Yinglu Liu Congying Han Hailin Shi Tiande Guo Bo Zhou GAN 27 21 0 03 Mar 2022
Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding Qiaole Dong Chenjie Cao Yanwei Fu CLL 43 138 0 02 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 29 29,993 0 01 Mar 2022
CLIP-GEN: Language-Free Training of a Text-to-Image Generator with CLIP Zihao Wang Wei Liu Qian He Xin-ru Wu Zili Yi CLIP VLM 207 73 0 01 Mar 2022
MRI-GAN: A Generalized Approach to Detect DeepFakes using Perceptual Image Assessment Pratikkumar Prajapati C. Pollett CVBM 42 7 0 28 Feb 2022
Deepfake Network Architecture Attribution Tianyun Yang Ziyao Huang Juan Cao Lei Li Xirong Li 73 52 0 28 Feb 2022
One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU Junseok Oh Donghwee Yoon Injung Kim 41 1 0 28 Feb 2022
Application of DatasetGAN in medical imaging: preliminary studies Zong Fan Varun A. Kelkar M. Anastasio Hua Li MedIm 32 5 0 27 Feb 2022
Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors Chaofeng Chen Xinyu Shi Yipeng Qin Xiaoming Li Xiaoguang Han Taojiannan Yang Shihui Guo 41 113 0 26 Feb 2022
Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs Furkan Ozcelik Bhavin Choksi Milad Mozafari Leila Reddy Rufin VanRullen GAN 48 68 0 25 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 35 45 0 24 Feb 2022
When do GANs replicate? On the choice of dataset size Qianli Feng Chen Guo Fabian Benitez-Quiroz Aleix M. Martinez 147 54 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 55 199 0 21 Feb 2022
Region-Based Semantic Factorization in GANs Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen 34 35 0 19 Feb 2022
Modern Augmented Reality: Applications, Trends, and Future Directions Shervin Minaee Xiaodan Liang Shuicheng Yan 38 25 0 18 Feb 2022
Point Cloud Generation with Continuous Conditioning Larissa T. Triess Andreas Bühler David Peter F. Flohr J. Marius Zöllner 3DV 3DPC 50 7 0 17 Feb 2022
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 29 63 0 15 Feb 2022
FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations Cemre Karakas Alara Dirik Eylül Yalçınkaya Pinar Yanardag 32 29 0 13 Feb 2022
Robust Deepfake On Unrestricted Media: Generation And Detection Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen 41 7 0 13 Feb 2022
Text and Image Guided 3D Avatar Generation and Manipulation Zehranaz Canfes M. Atasoy Alara Dirik Pinar Yanardag 3DH 41 43 0 12 Feb 2022
Multi-level Latent Space Structuring for Generative Control Oren Katzir Vicky Perepelook Dani Lischinski Daniel Cohen-Or 30 4 0 11 Feb 2022
Mining the manifolds of deep generative models for multiple data-consistent solutions of ill-posed tomographic imaging problems Sayantan Bhadra Umberto Villa M. Anastasio MedIm 56 3 0 10 Feb 2022
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition Juan C. Pérez Motasem Alfarra Ali K. Thabet Pablo Arbelaez Guohao Li AAML 30 1 0 10 Feb 2022
MaskGIT: Masked Generative Image Transformer Huiwen Chang Han Zhang Lu Jiang Ce Liu William T. Freeman ViT 49 640 0 08 Feb 2022
FrePGAN: Robust Deepfake Detection Using Frequency-level Perturbations Yonghyun Jeong Doyeon Kim Youngmin Ro Jongwon Choi AAML 36 80 0 07 Feb 2022
A Survey on Safety-Critical Driving Scenario Generation -- A Methodological Perspective Wenhao Ding Chejian Xu Mansur Arief Hao-ming Lin Yue Liu Ding Zhao 37 148 0 04 Feb 2022
Feature-Style Encoder for Style-Based GAN Inversion Xu Yao A. Newson Y. Gousseau Pierre Hellier 44 19 0 04 Feb 2022
AtmoDist: Self-supervised Representation Learning for Atmospheric Dynamics Sebastian Hoffmann C. Lessig AI4Cl 34 8 0 02 Feb 2022
Stay Positive: Non-Negative Image Synthesis for Augmented Reality Katie Z Luo Guandao Yang Wenqi Xian Harald Haraldsson B. Hariharan Serge Belongie DiffM 36 5 0 01 Feb 2022
Finding Directions in GAN's Latent Space for Neural Face Reenactment Stella Bounareli Vasileios Argyriou Georgios Tzimiropoulos 3DH CVBM 32 34 0 31 Jan 2022
On the Robustness of Quality Measures for GANs Motasem Alfarra Juan C. Pérez Anna Frühstück Philip Torr Peter Wonka Guohao Li AAML EGVM 104 10 0 31 Jan 2022
Variational Model Inversion Attacks Kuan-Chieh Wang Yanzhe Fu Ke Li Ashish Khisti R. Zemel Alireza Makhzani MIACV 30 95 0 26 Jan 2022
Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features Guha Balakrishnan Raghudeep Gadde Aleix M. Martinez Pietro Perona 49 3 0 25 Jan 2022
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN Yangqiu Song Qiulin Wang Jiquan Pei Yu Yang Xiangyang Ji CVBM 37 3 0 24 Jan 2022
Stitch it in Time: GAN-Based Facial Editing of Real Videos Rotem Tzaban Ron Mokady Rinon Gal Amit H. Bermano Daniel Cohen-Or CVBM 38 86 0 20 Jan 2022
Simpler is better: spectral regularization and up-sampling techniques for variational autoencoders Sara Bjork Jonas Nordhaug Myhre T. Johansen DRL 50 5 0 19 Jan 2022
Autoencoding Video Latents for Adversarial Video Generation Sai Hemanth Kasaraneni VGen 38 3 0 18 Jan 2022
Hardware-Efficient Deconvolution-Based GAN for Edge Computing A. Alhussain Mingjie Lin 38 5 0 18 Jan 2022
Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models Fan Bao Chongxuan Li Jun Zhu Bo Zhang DiffM 59 339 0 17 Jan 2022
Synthesis and Reconstruction of Fingerprints using Generative Adversarial Networks Rafael Bouzaglo Y. Keller 44 14 0 17 Jan 2022
SeamlessGAN: Self-Supervised Synthesis of Tileable Texture Maps Carlos Rodriguez-Pardo Elena Garces GAN 26 25 0 13 Jan 2022
BigDatasetGAN: Synthesizing ImageNet with Pixel-wise Annotations Daiqing Li Huan Ling Seung Wook Kim Karsten Kreis Adela Barriuso Sanja Fidler Antonio Torralba 43 104 0 12 Jan 2022
Music2Video: Automatic Generation of Music Video with fusion of audio and text Yoonjeon Kim Joel Jang Sumin Shin DiffM VGen 40 7 0 11 Jan 2022
MobileFaceSwap: A Lightweight Framework for Video Face Swapping Zhi-liang Xu Zhibin Hong Changxing Ding Zhen Zhu Junyu Han Jingtuo Liu Errui Ding CVBM 32 48 0 11 Jan 2022