StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation

25 November 2020

Papers citing "StyleSpace Analysis: Disentangled Controls for StyleGAN Image Generation"

50 / 306 papers shown

Title
Feature-Style Encoder for Style-Based GAN Inversion Xu Yao A. Newson Y. Gousseau Pierre Hellier 17 18 0 04 Feb 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 485 0 01 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 19 65 0 31 Jan 2022
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN B. Li Qiulin Wang Jiquan Pei Yu Yang Xiangyang Ji CVBM 15 3 0 24 Jan 2022
JoJoGAN: One Shot Face Stylization Min Jin Chong David A. Forsyth CVBM GAN 19 69 0 22 Dec 2021
StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation Umut Kocasari Alara Dirik Mert Tiftikci Pinar Yanardag CLIP 8 60 0 15 Dec 2021
Weakly Supervised High-Fidelity Clothing Model Generation Ruili Feng Cheng Ma Chengji Shen Xin Gao Zhenjiang Liu Xiaobo Li Kairi Ou Zhengjun Zha 3DH 9 11 0 14 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 9 103 0 09 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 140 83 0 04 Dec 2021
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba A. Madry KELM 164 89 0 02 Dec 2021
SpaceEdit: Learning a Unified Editing Space for Open-Domain Image Editing Jing Shi Ning Xu Haitian Zheng Alex Smith Jiebo Luo Chenliang Xu KELM DiffM 20 4 0 30 Nov 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 26 260 0 30 Nov 2021
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 4 407 0 30 Nov 2021
Sound-Guided Semantic Image Manipulation Seung Hyun Lee Wonseok Roh Wonmin Byeon Sang Ho Yoon Chanyoung Kim Jinkyu Kim Sangpil Kim DiffM 13 43 0 30 Nov 2021
LAFITE: Towards Language-Free Training for Text-to-Image Generation Yufan Zhou Ruiyi Zhang Changyou Chen Chunyuan Li Chris Tensmeyer Tong Yu Jiuxiang Gu Jinhui Xu Tong Sun VLM 17 161 0 27 Nov 2021
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model Zipeng Xu Tianwei Lin Hao Tang Fu Li Dongliang He N. Sebe Radu Timofte Luc Van Gool Errui Ding EGVM 23 41 0 26 Nov 2021
Attribute-specific Control Units in StyleGAN for Fine-grained Image Manipulation Rui Wang Jian Chen Gang Yu Li Sun Changqian Yu Changxin Gao Nong Sang 17 17 0 25 Nov 2021
Optimizing Latent Space Directions For GAN-based Local Image Editing Ehsan Pajouheshgar Tong Zhang Sabine Süsstrunk GAN 14 12 0 24 Nov 2021
StylePart: Image-based Shape Part Manipulation I-Chao Shen Liwei Su Yu-Ting Wu Bing-Yu Chen 3DPC 8 1 0 20 Nov 2021
Compositional Transformers for Scene Generation Drew A. Hudson C. L. Zitnick ViT 26 34 0 17 Nov 2021
Delta-GAN-Encoder: Encoding Semantic Changes for Explicit Image Editing, using Few Synthetic Samples Nir Diamant Nitsan Sandor A. Bronstein GAN 20 0 0 16 Nov 2021
StyleGAN of All Trades: Image Manipulation with Only Pretrained StyleGAN Min Jin Chong Hsin-Ying Lee David A. Forsyth 20 25 0 02 Nov 2021
Multi-Attribute Balanced Sampling for Disentangled GAN Controls Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne DRL 15 7 0 28 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 8 56 0 21 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 135 80 0 15 Oct 2021
Real Image Inversion via Segments David Futschik M. Lukác Eli Shechtman Daniel Sýkora DiffM GAN 136 5 0 12 Oct 2021
Toward a Visual Concept Vocabulary for GAN Latent Space Sarah Schwettmann Evan Hernandez David Bau Samuel J. Klein Jacob Andreas Antonio Torralba 20 15 0 08 Oct 2021
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation Gwanghyun Kim Taesung Kwon Jong Chul Ye DiffM 14 621 0 06 Oct 2021
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation Yahui Liu Yajing Chen Linchao Bao N. Sebe Bruno Lepri Marco De Nadai 25 12 0 26 Sep 2021
DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing Bingchuan Li Shaofei Cai Wei Liu Peng Zhang Qian He Miao Hua Zili Yi 25 11 0 22 Sep 2021
Explainability Requires Interactivity Matthias Kirchler M. Graf Marius Kloft C. Lippert FAtt AAML HAI 19 1 0 16 Sep 2021
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 189 243 0 14 Sep 2021
SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations Chenlin Meng Yutong He Yang Song Jiaming Song Jiajun Wu Jun-Yan Zhu Stefano Ermon DiffM 9 1,398 0 02 Aug 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 16 26 0 22 Jul 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 14 37 0 15 Jul 2021
An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild Aviv Gabbay Niv Cohen Yedid Hoshen CoGe DRL 15 33 0 29 Jun 2021
A Latent Transformer for Disentangled Face Editing in Images and Videos Xu Yao A. Newson Y. Gousseau Pierre Hellier CVBM 13 84 0 22 Jun 2021
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs Jaewoong Choi Junho Lee Changyeon Yoon J. Park Geonho Hwang Myung-joo Kang 8 26 0 13 Jun 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 12 521 0 10 Jun 2021
Generative Models as a Data Source for Multiview Representation Learning Ali Jahanian Xavier Puig Yonglong Tian Phillip Isola 9 123 0 09 Jun 2021
Low-Rank Subspaces in GANs Jiapeng Zhu Ruili Feng Yujun Shen Deli Zhao Zhengjun Zha Jingren Zhou Qifeng Chen GAN 11 71 0 08 Jun 2021
Barbershop: GAN-based Image Compositing using Segmentation Masks Peihao Zhu Rameen Abdal John C. Femiani Peter Wonka 13 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 32 10 0 29 May 2021
Explaining in Style: Training a GAN to explain a classifier in StyleSpace Oran Lang Yossi Gandelsman Michal Yarom Yoav Wald G. Elidan ... William T. Freeman Phillip Isola Amir Globerson Michal Irani Inbar Mosseri GAN 16 151 0 27 Apr 2021
Cross-Domain and Disentangled Face Manipulation with 3D Guidance Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CVBM 133 26 0 22 Apr 2021
StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery Or Patashnik Zongze Wu Eli Shechtman Daniel Cohen-Or Dani Lischinski CLIP VLM 17 1,186 0 31 Mar 2021
Labels4Free: Unsupervised Segmentation using StyleGAN Rameen Abdal Peihao Zhu Niloy Mitra Peter Wonka 12 80 0 27 Mar 2021
Paint by Word A. Andonian David Bau Audrey Cui YeonHwan Park Ali Jahanian Antonio Torralba A. Oliva DiffM 20 111 0 19 Mar 2021
Generative Adversarial Transformers Drew A. Hudson C. L. Zitnick ViT 15 178 0 01 Mar 2021
Unsupervised Novel View Synthesis from a Single Image Pierluigi Zama Ramirez Diego Martin Arroyo A. Tonioni Federico Tombari 3DV 11 9 0 05 Feb 2021