Analyzing and Improving the Image Quality of StyleGAN

3 December 2019

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

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Title
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis Yutong He Dingjie Wang Nicholas Lai William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 32 24 0 22 Jun 2021
Normalized Avatar Synthesis Using StyleGAN and Perceptual Refinement Huiwen Luo Koki Nagano Han-Wei Kung Mclean Goldwhite Qingguo Xu Zejian Wang Lingyu Wei Liwen Hu Hao Li 3DH 26 50 0 21 Jun 2021
On the potential of sequential and non-sequential regression models for Sentinel-1-based biomass prediction in Tanzanian miombo forests Sara Björk S. N. Anfinsen E. Næsset T. Gobakken Eliakimu Zahabu 27 7 0 21 Jun 2021
Wavelet-Packets for Deepfake Image Analysis and Detection Moritz Wolter F. Blanke R. Heese Jochen Garcke CVBM 22 41 0 17 Jun 2021
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation Yahui Liu E. Sangineto Yajing Chen Linchao Bao Haoxian Zhang N. Sebe Bruno Lepri Wei Wang Marco De Nadai DRL 48 44 0 16 Jun 2021
TextStyleBrush: Transfer of Text Aesthetics from a Single Example Praveen Krishnan Rama Kovvuri Guan Pang B. Vassilev Tal Hassner DiffM 41 51 0 15 Jun 2021
Improved Transformer for High-Resolution GANs Long Zhao Zizhao Zhang Ting Chen Dimitris N. Metaxas Han Zhang ViT 39 95 0 14 Jun 2021
Non Gaussian Denoising Diffusion Models Eliya Nachmani Robin San Roman Lior Wolf VLM DiffM 35 48 0 14 Jun 2021
Styleformer: Transformer based Generative Adversarial Networks with Style Vector Jeeseung Park Younggeun Kim ViT 29 48 0 13 Jun 2021
D2C: Diffusion-Denoising Models for Few-shot Conditional Generation Abhishek Sinha Jiaming Song Chenlin Meng Stefano Ermon VLM DiffM 30 118 0 12 Jun 2021
Learning the Precise Feature for Cluster Assignment Yanhai Gan Xinghui Dong Huiyu Zhou Feng Gao Junyu Dong 33 4 0 11 Jun 2021
Learning to See by Looking at Noise Manel Baradad Jonas Wulff Tongzhou Wang Phillip Isola Antonio Torralba 33 89 0 10 Jun 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 34 522 0 10 Jun 2021
A Neural Tangent Kernel Perspective of GANs Jean-Yves Franceschi Emmanuel de Bézenac Ibrahim Ayed Mickaël Chen Sylvain Lamprier Patrick Gallinari 39 26 0 10 Jun 2021
Generative Feature-driven Image Replay for Continual Learning Kevin Thandiackal Tiziano Portenier Andrea Giovannini M. Gabrani O. Goksel CLL VLM DiffM 20 9 0 09 Jun 2021
Data-Efficient Instance Generation from Instance Discrimination Ceyuan Yang Yujun Shen Yinghao Xu Bolei Zhou 33 83 0 08 Jun 2021
MVT: Mask Vision Transformer for Facial Expression Recognition in the wild Hanting Li Ming-Fa Sui Feng Zhao Zhengjun Zha Feng Wu ViT 37 76 0 08 Jun 2021
Low-Rank Subspaces in GANs Jiapeng Zhu Ruili Feng Yujun Shen Deli Zhao Zhengjun Zha Jingren Zhou Qifeng Chen GAN 24 71 0 08 Jun 2021
Double Descent and Other Interpolation Phenomena in GANs Lorenzo Luzi Yehuda Dar Richard Baraniuk 28 5 0 07 Jun 2021
On Training Sample Memorization: Lessons from Benchmarking Generative Modeling with a Large-scale Competition C. Bai Hsuan-Tien Lin Colin Raffel Wendy Kan 18 34 0 06 Jun 2021
Semantic Palette: Guiding Scene Generation with Class Proportions G. L. Moing Tuan-Hung Vu Himalaya Jain P. Pérez Matthieu Cord 32 16 0 03 Jun 2021
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis Yang He Ning Yu Margret Keuper Mario Fritz 24 63 0 29 May 2021
Efficient and Accurate Gradients for Neural SDEs Patrick Kidger James Foster Xuechen Li Terry Lyons DiffM 34 61 0 27 May 2021
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding Zizhao Zhang Han Zhang Long Zhao Ting Chen Sercan O. Arik Tomas Pfister ViT 25 169 0 26 May 2021
High Fidelity Fingerprint Generation: Quality, Uniqueness, and Privacy Keivan Bahmani Richard Plesh Peter A. Johnson Stephanie Schuckers Timothy Swyka 26 23 0 21 May 2021
Decorating Your Own Bedroom: Locally Controlling Image Generation with Generative Adversarial Networks Chen Zhang Yinghao Xu Yujun Shen GAN 52 10 0 18 May 2021
A Light Stage on Every Desk Soumyadip Sengupta Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz 16 26 0 17 May 2021
Unsupervised MRI Reconstruction via Zero-Shot Learned Adversarial Transformers Yilmaz Korkmaz S. Dar Mahmut Yurt Muzaffer Özbey Tolga Çukur ViT MedIm 32 191 0 15 May 2021
Editing Conditional Radiance Fields Steven Liu Xiuming Zhang Zhoutong Zhang Richard Y. Zhang Jun-Yan Zhu Bryan C. Russell AI4CE 28 258 0 13 May 2021
GAN Prior Embedded Network for Blind Face Restoration in the Wild Tao Yang Peiran Ren Xuansong Xie Lei Zhang GAN CVBM 24 273 0 13 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 85 7,480 0 11 May 2021
Vision-based Neural Scene Representations for Spacecraft Anne Mergy Gurvan Lécuyer Dawa Derksen Dario Izzo 19 14 0 11 May 2021
On Linear Interpolation in the Latent Space of Deep Generative Models M. Michelis Quentin Becker 29 11 0 08 May 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates Neel Dey Mengwei Ren Adrian Dalca Guido Gerig GAN MedIm 30 34 0 07 May 2021
Inverting Generative Adversarial Renderer for Face Reconstruction Jingtan Piao Keqiang Sun Kwan-Yee Lin Quan Wang Hongshneg Li 3DH CVBM 27 31 0 06 May 2021
DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data Damien Dablain Bartosz Krawczyk Nitesh Chawla 29 263 0 05 May 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 67 183 0 30 Apr 2021
DriveGAN: Towards a Controllable High-Quality Neural Simulation S. Kim Jonah Philion Antonio Torralba Sanja Fidler 29 109 0 30 Apr 2021
Learned Spatial Representations for Few-shot Talking-Head Synthesis Moustafa Meshry Saksham Suri Larry S. Davis Abhinav Shrivastava 29 42 0 29 Apr 2021
Discover the Unknown Biased Attribute of an Image Classifier Zhiheng Li Chenliang Xu 42 50 0 29 Apr 2021
MarioNette: Self-Supervised Sprite Learning Dmitriy Smirnov Michael Gharbi Matthew Fisher Vitor Campagnolo Guizilini Alexei A. Efros Justin Solomon SSL OCL 79 37 0 29 Apr 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 32 70 0 29 Apr 2021
Thermal Infrared Image Colorization for Nighttime Driving Scenes with Top-Down Guided Attention Fuya Luo Yunhan Li Guang Zeng Peng Peng Gang Wang Yongjie Li 43 62 0 29 Apr 2021
Image Synthesis as a Pretext for Unsupervised Histopathological Diagnosis Dejan Štepec D. Skočaj MedIm 37 6 0 28 Apr 2021
MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data Domains Yaxing Wang Abel Gonzalez-Garcia Chenshen Wu Luis Herranz Fahad Shahbaz Khan Shangling Jui Joost van de Weijer 32 6 0 28 Apr 2021
Explaining in Style: Training a GAN to explain a classifier in StyleSpace Oran Lang Yossi Gandelsman Michal Yarom Yoav Wald G. Elidan ... William T. Freeman Phillip Isola Amir Globerson Michal Irani Inbar Mosseri GAN 50 152 0 27 Apr 2021
Cross-Domain and Disentangled Face Manipulation with 3D Guidance Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CVBM 146 26 0 22 Apr 2021
On Aliased Resizing and Surprising Subtleties in GAN Evaluation Gaurav Parmar Richard Y. Zhang Jun-Yan Zhu EGVM 25 74 0 22 Apr 2021
Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation Hang Zhou Yasheng Sun Wayne Wu Chen Change Loy Xiaogang Wang Ziwei Liu CVBM 28 361 0 22 Apr 2021
GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review Alceu Bissoto Eduardo Valle Sandra Avila MedIm 58 62 0 20 Apr 2021