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
SMPLpix: Neural Avatars from 3D Human Models Sergey Prokudin Michael J. Black Javier Romero 3DH 19 81 0 16 Aug 2020
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis Ming Tao Hao Tang Fei Wu Xiaoyuan Jing Bingkun Bao Changsheng Xu 38 209 0 13 Aug 2020
T-GD: Transferable GAN-generated Images Detection Framework Hyeonseong Jeon Youngoh Bang Junyaup Kim Simon S. Woo 27 45 0 10 Aug 2020
Quantum State Tomography with Conditional Generative Adversarial Networks Shahnawaz Ahmed C. Muñoz Franco Nori A. F. Kockum GAN 3DPC 45 122 0 07 Aug 2020
Fighting Deepfake by Exposing the Convolutional Traces on Images Luca Guarnera O. Giudice Sebastiano Battiato AAML 29 87 0 07 Aug 2020
Generative Adversarial Networks for Image and Video Synthesis: Algorithms and Applications Xuan Li Xun Huang Jiahui Yu Ting-Chun Wang Arun Mallya GAN 30 153 0 06 Aug 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 58 1,098 0 03 Aug 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 36 1,193 0 30 Jul 2020
Rewriting a Deep Generative Model David Bau Steven Liu Tongzhou Wang Jun-Yan Zhu Antonio Torralba GAN DRL 31 136 0 30 Jul 2020
CNN Detection of GAN-Generated Face Images based on Cross-Band Co-occurrences Analysis Mauro Barni Kassem Kallas Ehsan Nowroozi B. Tondi CVBM 22 76 0 25 Jul 2020
Learning Disentangled Representations with Latent Variation Predictability Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 22 26 0 25 Jul 2020
Detection, Attribution and Localization of GAN Generated Images Michael Goebel L. Nataraj Tejaswi Nanjundaswamy Tajuddin Manhar Mohammed S. Chandrasekaran B. S. Manjunath GAN 31 36 0 20 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 27 5 0 10 Jul 2020
GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis Katja Schwarz Yiyi Liao Michael Niemeyer Andreas Geiger VGen 90 864 0 05 Jul 2020
Swapping Autoencoder for Deep Image Manipulation Taesung Park Jun-Yan Zhu Oliver Wang Jingwan Lu Eli Shechtman Alexei A. Efros Richard Y. Zhang 48 333 0 01 Jul 2020
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images Stephan J. Garbin Marek Kowalski Matthew W. Johnson Jamie Shotton 3DH 33 9 0 26 Jun 2020
Deep Convolutional GANs for Car Image Generation Dong-Hui Kim GAN 35 2 0 24 Jun 2020
Hierarchical Patch VAE-GAN: Generating Diverse Videos from a Single Sample Shir Gur Sagie Benaim Lior Wolf VGen GAN DRL 25 69 0 22 Jun 2020
Generalized Zero and Few-Shot Transfer for Facial Forgery Detection Shivangi Aneja Matthias Nießner 21 42 0 21 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 118 17,084 0 19 Jun 2020
Differentiable Augmentation for Data-Efficient GAN Training Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han 59 600 0 18 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 31 32 0 16 Jun 2020
DeshuffleGAN: A Self-Supervised GAN to Improve Structure Learning Gulcin Baykal Gözde B. Ünal GAN 29 9 0 15 Jun 2020
Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems H. Nguyen Junichi Yamagishi Isao Echizen S´ebastien Marcel AAML CVBM 27 25 0 15 Jun 2020
DeepRhythm: Exposing DeepFakes with Attentional Visual Heartbeat Rhythms Hua Qi Qing Guo Felix Juefei Xu Xiaofei Xie Lei Ma Wei Feng Yang Liu Jianjun Zhao CVBM 40 198 0 13 Jun 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 13 117 0 13 Jun 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 81 1,859 0 11 Jun 2020
On Noise Injection in Generative Adversarial Networks Ruili Feng Deli Zhao Zhengjun Zha GAN 23 32 0 10 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 25 266 0 09 Jun 2020
Text Detection and Recognition in the Wild: A Review Z. Raisi Mohamed A. Naiel Paul Fieguth Steven Wardell John S. Zelek 37 35 0 08 Jun 2020
High-Fidelity Audio Generation and Representation Learning with Guided Adversarial Autoencoder Kazi Nazmul Haque R. Rana Björn W Schuller DRL 26 12 0 01 Jun 2020
DeepSonar: Towards Effective and Robust Detection of AI-Synthesized Fake Voices Run Wang Felix Juefei Xu Yihao Huang Qing Guo Xiaofei Xie Lei Ma Yang Liu AAML 30 105 0 28 May 2020
Semi-supervised source localization with deep generative modeling Michael J. Bianco Sharon Gannot Peter Gerstoft DRL 22 21 0 27 May 2020
Recognizing Families through Images with Pretrained Encoder Tuan-Duy H. Nguyen Huu-Nghia H. Nguyen Hieu Dao CVBM 16 6 0 24 May 2020
Host-Pathongen Co-evolution Inspired Algorithm Enables Robust GAN Training Andrei Kucharavy El-Mahdi El-Mhamdi R. Guerraoui GAN 24 1 0 22 May 2020
Unconditional Audio Generation with Generative Adversarial Networks and Cycle Regularization Jen-Yu Liu Yu-Hua Chen Yin-Cheng Yeh Yi-Hsuan Yang GAN 32 35 0 18 May 2020
FaR-GAN for One-Shot Face Reenactment Hanxiang Hao Sriram Baireddy A. Reibman Edward J. Delp 3DH CVBM 31 10 0 13 May 2020
Detecting CNN-Generated Facial Images in Real-World Scenarios Nils Hulzebosch Sarah Ibrahimi M. Worring CVBM 40 77 0 12 May 2020
DeepFaceLab: Integrated, flexible and extensible face-swapping framework Ivan Perov Daiheng Gao Nikolay Chervoniy Kunlin Liu Sugasa Marangonda ... Jian Jiang Sheng Zhang Pingyu Wu Wenbo Zhou Weiming Zhang CVBM 25 219 0 12 May 2020
HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment Lingbo Yang Chang-rui Liu Pan Wang Shanshe Wang Peiran Ren Siwei Ma Wen Gao CVBM 54 124 0 11 May 2020
High Resolution Face Age Editing Xu Yao Gilles Puy A. Newson Y. Gousseau Pierre Hellier CVBM 124 39 0 09 May 2020
Cotatron: Transcription-Guided Speech Encoder for Any-to-Many Voice Conversion without Parallel Data Seung-won Park Doo-young Kim Myun-chul Joe 26 40 0 07 May 2020
Attentive Semantic Exploring for Manipulated Face Detection Zehao Chen Hua Yang CVBM 18 22 0 06 May 2020
CONFIG: Controllable Neural Face Image Generation Marek Kowalski Stephan J. Garbin V. Estellers T. Baltrušaitis Matthew W. Johnson Jamie Shotton DRL 3DH CVBM 33 89 0 06 May 2020
Mimicry: Towards the Reproducibility of GAN Research Kwot Sin Lee C. Town OffRL 23 28 0 05 May 2020
Editing in Style: Uncovering the Local Semantics of GANs Edo Collins R. Bala B. Price Sabine Süsstrunk 44 276 0 29 Apr 2020
DeepFake Detection by Analyzing Convolutional Traces Luca Guarnera O. Giudice Sebastiano Battiato CVBM 26 218 0 22 Apr 2020
On the use of Benford's law to detect GAN-generated images Nicolo Bonettini Paolo Bestagini Simone Milani Stefano Tubaro GAN 13 38 0 16 Apr 2020
DeepSEE: Deep Disentangled Semantic Explorative Extreme Super-Resolution Marcel C. Bühler Andrés Romero Radu Timofte SupR 38 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 27 112 0 06 Apr 2020