Analyzing and Improving the Image Quality of StyleGAN

3 December 2019

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

34 / 1,484 papers shown

Title
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution Marcel C. Bühler Andrés Romero Radu Timofte SupR 45 32 0 09 Apr 2020
DualSDF: Semantic Shape Manipulation using a Two-Level Representation Jinwei Gu Hadar Averbuch-Elor Noah Snavely Serge J. Belongie 3DPC 32 112 0 06 Apr 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 80 900 0 06 Apr 2020
Feature Quantization Improves GAN Training Yang Zhao Chunyuan Li Ping Yu Jianfeng Gao Changyou Chen MQ 35 47 0 05 Apr 2020
In-Domain GAN Inversion for Real Image Editing Jiapeng Zhu Yujun Shen Deli Zhao Bolei Zhou DiffM 32 640 0 31 Mar 2020
Lifespan Age Transformation Synthesis Roy Or-El Soumyadip Sengupta Ohad Fried Eli Shechtman Ira Kemelmacher-Shlizerman 45 105 0 21 Mar 2020
GIQA: Generated Image Quality Assessment Shuyang Gu Jianmin Bao Dong Chen Fang Wen EGVM 167 82 0 19 Mar 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 59 20 0 18 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 19 17 0 17 Mar 2020
Towards Face Encryption by Generating Adversarial Identity Masks Xiao Yang Yinpeng Dong Tianyu Pang Hang Su Jun Zhu YueFeng Chen H. Xue AAML PICV 56 72 0 15 Mar 2020
Perceptual Image Super-Resolution with Progressive Adversarial Network Lone Wong Deli Zhao Shaohua Wan Bo Zhang GAN SupR 27 0 0 08 Mar 2020
StyleGAN2 Distillation for Feed-forward Image Manipulation Yuri Viazovetskyi V. Ivashkin Evgenii Kashin 166 136 0 07 Mar 2020
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schönfeld Bernt Schiele Anna Khoreva GAN 40 293 0 28 Feb 2020
On Leveraging Pretrained GANs for Generation with Limited Data Miaoyun Zhao Yulai Cong Lawrence Carin 44 21 0 26 Feb 2020
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection William Paul I-J. Wang F. Alajaji Philippe Burlina DiffM DRL 26 6 0 25 Feb 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs Sangwoo Mo Minsu Cho Jinwoo Shin 35 212 0 25 Feb 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 37 153 0 11 Feb 2020
FakeLocator: Robust Localization of GAN-Based Face Manipulations Yihao Huang Felix Juefei Xu Jianwen Li Yang Liu G. Pu AAML 49 68 0 27 Jan 2020
Imperfect ImaGANation: Implications of GANs Exacerbating Biases on Facial Data Augmentation and Snapchat Selfie Lenses Niharika Jain Alberto Olmo Hernandez Sailik Sengupta L. Manikonda S. Kambhampati 47 38 0 26 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 38 827 0 20 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 55 543 0 18 Jan 2020
Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging S. Akçay T. Breckon 36 157 0 05 Jan 2020
DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection Ruben Tolosana R. Vera-Rodríguez Julian Fierrez Aythami Morales J. Ortega-Garcia 3DPC CVBM 62 778 0 01 Jan 2020
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 81 952 0 23 Dec 2019
Deep Automodulators Ari Heljakka Wenshuai Zhao Arno Solin Arno Solin 44 5 0 21 Dec 2019
Controllable Face Aging Haien Zeng Hanjiang Lai Jian Yin CVBM 32 3 0 20 Dec 2019
SpoC: Spoofing Camera Fingerprints D. Cozzolino Justus Thies Andreas Rossler Matthias Nießner L. Verdoliva 42 38 0 27 Nov 2019
Deep Learning for Deepfakes Creation and Detection: A Survey Thanh Thi Nguyen Quoc Viet Hung Nguyen Dung Nguyen D. Nguyen Thien Huynh-The S. Nahavandi Thanh Tam Nguyen Quoc-Viet Pham Cu Nguyen 36 433 0 25 Sep 2019
FakeSpotter: A Simple yet Robust Baseline for Spotting AI-Synthesized Fake Faces Run Wang Felix Juefei Xu Lei Ma Xiaofei Xie Yihao Huang Jian-Xun Wang Yang Liu AAML CVBM 23 54 0 13 Sep 2019
3D Morphable Face Models -- Past, Present and Future Bernhard Egger W. Smith A. Tewari Stefanie Wuhrer Michael Zollhoefer ... Adam Kortylewski S. Romdhani Christian Theobalt V. Blanz T. Vetter 3DH 32 416 0 03 Sep 2019
Disentangled Inference for GANs with Latently Invertible Autoencoder Jiapeng Zhu Deli Zhao Bo Zhang Bolei Zhou GAN DRL 30 35 0 19 Jun 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 386 10,405 0 12 Dec 2018
Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry X. Xing Ruiqi Gao Tian Han Song-Chun Zhu Ying Nian Wu DRL 26 28 0 16 Jun 2018
A Learned Representation For Artistic Style Vincent Dumoulin Jonathon Shlens M. Kudlur GAN 217 1,160 0 24 Oct 2016