Improved StyleGAN Embedding: Where are the Good Latents?

13 December 2020

Papers citing "Improved StyleGAN Embedding: Where are the Good Latents?"

38 / 88 papers shown

Title
Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment Taewoo Kim Chaeyeon Chung Yoonseong Kim S. Park Kangyeol Kim Jaegul Choo 3DH 39 20 0 16 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Y. Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 36 1,782 0 02 Aug 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration Ming-Yu Liu Yuxiang Wei Xiaohe Wu Wangmeng Zuo Lei Zhang 35 1 0 21 Jul 2022
Everything is There in Latent Space: Attribute Editing and Attribute Style Manipulation by StyleGAN Latent Space Exploration Rishubh Parihar Ankit Dhiman Tejan Karmali R. Venkatesh Babu 34 22 0 20 Jul 2022
Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and Editability Xudong Mao Liujuan Cao Aurele Tohokantche Gnanha Zhenguo Yang Qing Li Rongrong Ji 56 8 0 19 Jul 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 27 50 0 16 Jun 2022
Video2StyleGAN: Disentangling Local and Global Variations in a Video Rameen Abdal Peihao Zhu Niloy J. Mitra Peter Wonka VGen 30 7 0 27 May 2022
Overparameterization Improves StyleGAN Inversion Yohan Poirier-Ginter Alexandre Lessard Ryan Smith Jean-François Lalonde 40 4 0 12 May 2022
Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN Qiucheng Wu Yi Ding Junru Wu Kai Wang Gong Zhang Humphrey Shi Zhangyang Wang Shiyu Chang 39 1 0 27 Apr 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 35 53 0 31 Mar 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 38 43 0 17 Mar 2022
Style Transformer for Image Inversion and Editing Xueqi Hu Qiusheng Huang Zhengyi Shi Siyuan Li Changxin Gao Li Sun Qingli Li 36 55 0 15 Mar 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 32 81 0 28 Feb 2022
Art Creation with Multi-Conditional StyleGANs Konstantin Dobler Florian Hübscher Jan Westphal Alejandro Sierra-Múnera Gerard de Melo Ralf Krestel GAN AI4CE 25 7 0 23 Feb 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 28 3 0 10 Feb 2022
Third Time's the Charm? Image and Video Editing with StyleGAN3 Yuval Alaluf Or Patashnik Zongze Wu Asif Zamir Eli Shechtman Dani Lischinski Daniel Cohen-Or DiffM VGen 26 67 0 31 Jan 2022
Stitch it in Time: GAN-Based Facial Editing of Real Videos Rotem Tzaban Ron Mokady Rinon Gal Amit H. Bermano Daniel Cohen-Or CVBM 36 86 0 20 Jan 2022
JoJoGAN: One Shot Face Stylization Min Jin Chong David A. Forsyth CVBM GAN 43 69 0 22 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 39 103 0 09 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 38 116 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 46 264 0 30 Nov 2021
Few-shot Image Generation with Mixup-based Distance Learning Chaerin Kong Jeesoo Kim D. Han Nojun Kwak 16 22 0 23 Nov 2021
Delta-GAN-Encoder: Encoding Semantic Changes for Explicit Image Editing, using Few Synthetic Samples Nir Diamant Nitsan Sandor A. Bronstein GAN 30 0 0 16 Nov 2021
Image-Based CLIP-Guided Essence Transfer Hila Chefer Sagie Benaim Roni Paiss Lior Wolf CLIP 21 50 0 24 Oct 2021
Mind the Gap: Domain Gap Control for Single Shot Domain Adaptation for Generative Adversarial Networks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka GAN 149 80 0 15 Oct 2021
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 208 247 0 14 Sep 2021
GAN Inversion for Out-of-Range Images with Geometric Transformations Kyoungkook Kang S. Kim Sunghyun Cho 13 72 0 20 Aug 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 26 37 0 15 Jul 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 31 522 0 10 Jun 2021
Barbershop: GAN-based Image Compositing using Segmentation Masks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka 23 31 0 02 Jun 2021
Transforming the Latent Space of StyleGAN for Real Face Editing Heyi Li Jinlong Liu Xinyu Zhang Yunzhi Bai Huayan Wang Klaus Mueller CVBM 40 10 0 29 May 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Yuval Alaluf Or Patashnik Daniel Cohen-Or 25 345 0 06 Apr 2021
Labels4Free: Unsupervised Segmentation using StyleGAN Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 34 82 0 27 Mar 2021
Paint by Word A. Andonian David Bau Audrey Cui YeonHwan Park Ali Jahanian Antonio Torralba A. Oliva DiffM 20 125 0 19 Mar 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 214 777 0 04 Feb 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 63 507 0 14 Jan 2021
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 194 540 0 08 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 294 10,354 0 12 Dec 2018