Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space

14 September 2020

Antonio Torralba

Papers citing "Improving Inversion and Generation Diversity in StyleGAN using a Gaussianized Latent Space"

20 / 20 papers shown

Title
Ambiguous Annotations: When is a Pedestrian not a Pedestrian? Luisa Schwirten Jannes Scholz Daniel Kondermann Janis Keuper 43 2 0 14 May 2024
Balancing Reconstruction and Editing Quality of GAN Inversion for Real Image Editing with StyleGAN Prior Latent Space Kai Katsumata D. Vo Bei Liu Hideki Nakayama 34 0 0 31 May 2023
Zero-shot Image-to-Image Translation Gaurav Parmar Krishna Kumar Singh Richard Y. Zhang Yijun Li Jingwan Lu Jun-Yan Zhu DiffM 35 432 0 06 Feb 2023
AgileAvatar: Stylized 3D Avatar Creation via Cascaded Domain Bridging S. Sang Tiancheng Zhi Guoxian Song Minghao Liu Chun-Pong Lai Jing Liu Xiang Wen James Davis Linjie Luo 42 19 0 15 Nov 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 44 7 0 13 Oct 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 42 50 0 16 Jun 2022
Overparameterization Improves StyleGAN Inversion Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Jean-François Lalonde 53 4 0 12 May 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 48 42 0 05 May 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
Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models Dongzhuo Li MedIm 49 2 0 07 Dec 2021
StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN Min Jin Chong Hsin-Ying Lee David A. Forsyth 33 25 0 02 Nov 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 95 11 0 20 Sep 2021
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 37 71 0 29 Apr 2021
InfinityGAN: Towards Infinite-Pixel Image Synthesis C. Lin Hsin-Ying Lee Yen-Chi Cheng Sergey Tulyakov Ming-Hsuan Yang 41 70 0 08 Apr 2021
In&Out : Diverse Image Outpainting via GAN Inversion Yen-Chi Cheng C. Lin Hsin-Ying Lee Jian Ren Sergey Tulyakov Ming-Hsuan Yang DiffM 29 69 0 01 Apr 2021
LatentKeypointGAN: Controlling GANs via Latent Keypoints Xingzhe He Bastian Wandt Helge Rhodin GAN 59 6 0 29 Mar 2021
Using latent space regression to analyze and leverage compositionality in GANs Lucy Chai Jonas Wulff Phillip Isola GAN 45 75 0 18 Mar 2021
Improved StyleGAN Embedding: Where are the Good Latents? Peihao Zhu Rameen Abdal Yipeng Qin John C. Femiani Peter Wonka 25 116 0 13 Dec 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 80 900 0 06 Apr 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 386 10,425 0 12 Dec 2018