Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN

27 April 2022

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Papers citing "Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN"

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Title
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 270 512 0 01 Feb 2022
StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2 Ivan Skorokhodov Sergey Tulyakov Mohamed Elhoseiny VGen 95 289 0 29 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 69 105 0 09 Dec 2021
CLIPstyler: Image Style Transfer with a Single Text Condition Gihyun Kwon Jong Chul Ye VLM CLIP 86 247 0 01 Dec 2021
StyleVideoGAN: A Temporal Generative Model using a Pretrained StyleGAN Gereon Fox A. Tewari Mohamed A. Elgharib Christian Theobalt 234 52 0 15 Jul 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 130 532 0 10 Jun 2021
Exploiting Spatial Dimensions of Latent in GAN for Real-time Image Editing Hyunsu Kim Yunjey Choi Junho Kim S. Yoo Youngjung Uh 73 148 0 30 Apr 2021
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement Yuval Alaluf Or Patashnik Daniel Cohen-Or 110 347 0 06 Apr 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 138 1,211 0 31 Mar 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 295 789 0 04 Feb 2021
Only a Matter of Style: Age Transformation Using a Style-Based Regression Model Yuval Alaluf Or Patashnik Daniel Cohen-Or 58 140 0 04 Feb 2021
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing Xianxu Hou Xiaokang Zhang Linlin Shen Zhihui Lai Jun Wan CVBM GAN 68 74 0 22 Dec 2020
Improved StyleGAN Embedding: Where are the Good Latents? Peihao Zhu Rameen Abdal Yipeng Qin John C. Femiani Peter Wonka 83 117 0 13 Dec 2020
StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation Zongze Wu Dani Lischinski Eli Shechtman DRL 129 483 0 25 Nov 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 152 1,109 0 03 Aug 2020
Closed-Form Factorization of Latent Semantics in GANs Yujun Shen Bolei Zhou GAN 116 591 0 13 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 106 336 0 01 Jul 2020
InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs Yujun Shen Ceyuan Yang Xiaoou Tang Bolei Zhou GAN CVBM 79 600 0 18 May 2020
GANSpace: Discovering Interpretable GAN Controls Erik Härkönen Aaron Hertzmann J. Lehtinen Sylvain Paris 130 902 0 06 Apr 2020
Image Processing Using Multi-Code GAN Prior Jinjin Gu Yujun Shen Bolei Zhou GAN 85 318 0 15 Dec 2019
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 332 5,832 0 03 Dec 2019
Image2StyleGAN++: How to Edit the Embedded Images? Rameen Abdal Yipeng Qin Peter Wonka 99 556 0 26 Nov 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 121 1,123 0 25 Jul 2019
GANalyze: Toward Visual Definitions of Cognitive Image Properties L. Goetschalckx A. Andonian A. Oliva Phillip Isola FAtt GAN 84 314 0 24 Jun 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 114 1,111 0 05 Apr 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 628 10,595 0 12 Dec 2018
Spatially Controllable Image Synthesis with Internal Representation Collaging Ryohei Suzuki Masanori Koyama Takeru Miyato Taizan Yonetsuji Huachun Zhu 73 41 0 26 Nov 2018