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
No Token Left Behind: Explainability-Aided Image Classification and Generation Roni Paiss Hila Chefer Lior Wolf VLM 39 29 0 11 Apr 2022
Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review E. Olaniyi Dong Chen Yuzhen Lu Ya-Yu Huang 26 38 0 10 Apr 2022
Uncertainty-Informed Deep Learning Models Enable High-Confidence Predictions for Digital Histopathology J. Dolezal Andrew Srisuwananukorn D. Karpeyev S. Ramesh S. Kochanny ... Jefree J. Schulte E. Vokes M. Garassino A. Husain A. Pearson OOD 58 96 0 09 Apr 2022
SunStage: Portrait Reconstruction and Relighting using the Sun as a Light Stage Yifan Wang Aleksander Holynski Xiuming Zhang X. Zhang 3DH 37 24 0 07 Apr 2022
Unsupervised Image-to-Image Translation with Generative Prior Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy GAN 38 33 0 07 Apr 2022
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer Songwei Ge Thomas Hayes Harry Yang Xiaoyue Yin Guan Pang David Jacobs Jia-Bin Huang Devi Parikh ViT 64 215 0 07 Apr 2022
Evaluating Procedures for Establishing Generative Adversarial Network-based Stochastic Image Models in Medical Imaging Varun A. Kelkar Dimitrios S. Gotsis F. Brooks Kyle J. Myers Prabhat Kc R. Zeng M. Anastasio MedIm 40 1 0 07 Apr 2022
Thermal to Visible Image Synthesis under Atmospheric Turbulence Kangfu Mei Yiqun Mei Vishal M. Patel 43 4 0 06 Apr 2022
Influence of Color Spaces for Deep Learning Image Colorization C. Ballester Aurélie Bugeau Hernan Carrillo Michael Clement Rémi Giraud Lara Raad Patricia Vitoria 42 8 0 06 Apr 2022
Text2LIVE: Text-Driven Layered Image and Video Editing Omer Bar-Tal Dolev Ofri-Amar Rafail Fridman Yoni Kasten Tali Dekel VGen DiffM 21 308 0 05 Apr 2022
Texturify: Generating Textures on 3D Shape Surfaces Yawar Siddiqui Justus Thies Fangchang Ma Qi Shan Matthias Nießner Angela Dai DiffM 32 71 0 05 Apr 2022
Arbitrary-Scale Image Synthesis Evangelos Ntavelis Mohamad Shahbazi I. Kastanis Radu Timofte Martin Danelljan Luc Van Gool 47 22 0 05 Apr 2022
Style-Based Global Appearance Flow for Virtual Try-On Sen He Yi-Zhe Song Tao Xiang 3DH 35 120 0 03 Apr 2022
StyleWaveGAN: Style-based synthesis of drum sounds with extensive controls using generative adversarial networks Antoine Lavault Axel Roebel Matthieu Voiry GAN 17 2 0 02 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 59 26 0 31 Mar 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing Yanbo Xu Yueqin Yin Liming Jiang Qianyi Wu Chengyao Zheng Chen Change Loy Bo Dai Wayne Wu 43 53 0 31 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 32 18 0 30 Mar 2022
High-resolution Face Swapping via Latent Semantics Disentanglement Yangyang Xu Bailin Deng Junle Wang Yanqing Jing Jianxiong Pan Shengfeng He CVBM PICV 47 75 0 30 Mar 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min Keqin Li Chenliang Xu EGVM 46 39 0 29 Mar 2022
A Style-aware Discriminator for Controllable Image Translation Kunhee Kim S. Park Eunyeong Jeon Tae-Hyeon Kim Daijin Kim 46 24 0 29 Mar 2022
Dressing in the Wild by Watching Dance Videos Xin Dong Fuwei Zhao Zhenyu Xie Xijin Zhang Daniel K. Du Min Zheng Xiang Long Xiaodan Liang Jianchao Yang 3DH 41 26 0 29 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 41 98 0 28 Mar 2022
MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design Yuanqi Du Tianfan Fu Jimeng Sun Shengchao Liu AI4CE 74 89 0 28 Mar 2022
FaceVerse: a Fine-grained and Detail-controllable 3D Face Morphable Model from a Hybrid Dataset Lizhen Wang Zhiyuan Chen Tao Yu Chenguang Ma Liang-Sheng Li Yebin Liu 3DH CVBM 43 90 0 26 Mar 2022
Playing Lottery Tickets in Style Transfer Models Meihao Kong Jing Huo Wenbin Li Jing Wu Yu-kun Lai Yang Gao 34 1 0 25 Mar 2022
3D GAN Inversion for Controllable Portrait Image Animation Connor Z. Lin David B. Lindell E. R. Chan Gordon Wetzstein 3DH 26 61 0 25 Mar 2022
Pastiche Master: Exemplar-Based High-Resolution Portrait Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy 43 105 0 24 Mar 2022
Make-A-Scene: Scene-Based Text-to-Image Generation with Human Priors Oran Gafni Adam Polyak Oron Ashual Shelly Sheynin Devi Parikh Yaniv Taigman DiffM 26 514 0 24 Mar 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 48 17 0 24 Mar 2022
Learning Disentangled Representation for One-shot Progressive Face Swapping Qi Li Weining Wang Chengzhong Xu Zhen Sun CVBM OCL 33 16 0 24 Mar 2022
Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals Simon Vandenhende D. Mahajan Filip Radenovic Deepti Ghadiyaram 32 30 0 24 Mar 2022
Competency Assessment for Autonomous Agents using Deep Generative Models Aastha Acharya Rebecca L. Russell Nisar R. Ahmed 44 10 0 23 Mar 2022
CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training Haitian Zheng Zhe Lin Jingwan Lu Scott D. Cohen Eli Shechtman Connelly Barnes Jianming Zhang N. Xu Sohrab Amirghodsi Jiebo Luo GAN 45 53 0 22 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 21 1 0 21 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 70 37 0 21 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
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated Images Brandon Khoo C. H. Lim Raphaël C.-W. Phan 31 0 0 18 Mar 2022
Beyond a Video Frame Interpolator: A Space Decoupled Learning Approach to Continuous Image Transition Tao Yang Peiran Ren Xuansong Xie Xia Hua Lei Zhang 23 2 0 18 Mar 2022
Fine Detailed Texture Learning for 3D Meshes with Generative Models Aysegül Dündar Jun Gao Andrew Tao Bryan Catanzaro 3DV 3DH 50 19 0 17 Mar 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 43 43 0 17 Mar 2022
Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution Jie Liang Huiyu Zeng Lei Zhang GAN OffRL 35 137 0 17 Mar 2022
Towards True Detail Restoration for Super-Resolution: A Benchmark and a Quality Metric E. Lyapustin Anastasia Kirillova Viacheslav Meshchaninov Evgeney Zimin Nikolai Karetin D. Vatolin SupR 32 5 0 16 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 41 13 0 16 Mar 2022
Style Transformer for Image Inversion and Editing Xueqi Hu Qiusheng Huang Zhengyi Shi Siyuan Li Changxin Gao Li Sun Qingli Li 46 55 0 15 Mar 2022
Generative models and Bayesian inversion using Laplace approximation M. Marschall G. Wübbeler F. Schmähling Clemens Elster 28 1 0 15 Mar 2022
InsetGAN for Full-Body Image Generation Anna Frühstück Krishna Kumar Singh Eli Shechtman Niloy J. Mitra Peter Wonka Jingwan Lu 3DH 44 59 0 14 Mar 2022
ADAS: A Direct Adaptation Strategy for Multi-Target Domain Adaptive Semantic Segmentation Seunghun Lee Wonhyeok Choi Changjae Kim Minwoo Choi Sunghoon Im 41 19 0 14 Mar 2022
TurbuGAN: An Adversarial Learning Approach to Spatially-Varying Multiframe Blind Deconvolution with Applications to Imaging Through Turbulence Brandon Yushan Feng Mingyang Xie Christopher A. Metzler ViT 33 14 0 13 Mar 2022
Depth-Aware Generative Adversarial Network for Talking Head Video Generation Fa-Ting Hong Longhao Zhang Li Shen Dan Xu 3DH CVBM 42 171 0 13 Mar 2022
3D-GIF: 3D-Controllable Object Generation via Implicit Factorized Representations M. Lee Chaeyeon Chung Hojun Cho Minjung Kim Sanghun Jung Jaegul Choo Minhyuk Sung DiffM 38 4 0 12 Mar 2022