GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

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Title
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 31 35 0 09 Mar 2022
DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGAN Wanchao Su Hui Ye Shu-Yu Chen Lin Gao Hongbo Fu 25 22 0 05 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 22 80 0 28 Feb 2022
OptGAN: Optimizing and Interpreting the Latent Space of the Conditional Text-to-Image GANs Zhenxing Zhang Lambert Schomaker 31 5 0 25 Feb 2022
Self-Distilled StyleGAN: Towards Generation from Internet Photos Ron Mokady Michal Yarom Omer Tov Oran Lang Daniel Cohen-Or Tali Dekel Michal Irani Inbar Mosseri 33 44 0 24 Feb 2022
Controlling Memorability of Face Images M. Younesi Y. Mohsenzadeh CVBM 13 2 0 24 Feb 2022
Discovering Multiple and Diverse Directions for Cognitive Image Properties Umut Kocasari Alperen Bag Oğuz Kaan Yüksel Pinar Yanardag DiffM 16 0 0 23 Feb 2022
SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text Canjie Luo Yuanzhi Zhu Lianwen Jin Zhe Li Dezhi Peng GAN 22 23 0 23 Feb 2022
Region-Based Semantic Factorization in GANs Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen 8 35 0 19 Feb 2022
3D-Aware Indoor Scene Synthesis with Depth Priors Zifan Shi Yujun Shen Jiapeng Zhu Dit-Yan Yeung Qifeng Chen GAN MDE 19 36 0 17 Feb 2022
Point Cloud Generation with Continuous Conditioning Larissa T. Triess Andreas Bühler David Peter F. Flohr J. Marius Zöllner 3DV 3DPC 34 7 0 17 Feb 2022
FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations Cemre Karakas Alara Dirik Eylül Yalçınkaya Pinar Yanardag 17 29 0 13 Feb 2022
Text and Image Guided 3D Avatar Generation and Manipulation Zehranaz Canfes M. Atasoy Alara Dirik Pinar Yanardag 3DH 26 42 0 12 Feb 2022
Towards Assessing and Characterizing the Semantic Robustness of Face Recognition Juan C. Pérez Motasem Alfarra Ali K. Thabet Pablo Arbelaez Bernard Ghanem AAML 18 1 0 10 Feb 2022
Self-Conditioned Generative Adversarial Networks for Image Editing Yunzhe Liu Rinon Gal Amit H. Bermano Baoquan Chen Daniel Cohen-Or GAN 25 5 0 08 Feb 2022
FEAT: Face Editing with Attention Xianxu Hou Linlin Shen Or Patashnik Daniel Cohen-Or Hui Huang CVBM 16 19 0 06 Feb 2022
Feature-Style Encoder for Style-Based GAN Inversion Xu Yao A. Newson Y. Gousseau Pierre Hellier 30 19 0 04 Feb 2022
GANSlider: How Users Control Generative Models for Images using Multiple Sliders with and without Feedforward Information Hai Dang Lukas Mecke Daniel Buschek 22 31 0 02 Feb 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 487 0 01 Feb 2022
Finding Directions in GAN's Latent Space for Neural Face Reenactment Stella Bounareli Vasileios Argyriou Georgios Tzimiropoulos 3DH CVBM 14 34 0 31 Jan 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 24 67 0 31 Jan 2022
Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features Guha Balakrishnan Raghudeep Gadde Aleix M. Martinez Pietro Perona 19 3 0 25 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 25 3 0 24 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 21 86 0 20 Jan 2022
Music2Video: Automatic Generation of Music Video with fusion of audio and text Yoonjeon Kim Joel Jang Sumin Shin DiffM VGen 25 7 0 11 Jan 2022
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 17 6 0 24 Dec 2021
Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review F. Giuste Wenqi Shi Yuanda Zhu Tarun Naren Monica Isgut Ying Sha L. Tong Mitali S. Gupte May D. Wang 16 72 0 23 Dec 2021
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 15 352 0 21 Dec 2021
Self-supervised Enhancement of Latent Discovery in GANs Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath S. Sumitra 34 3 0 16 Dec 2021
An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks Haedong Jeong Jiyeon Han Jaesik Choi 15 3 0 16 Dec 2021
StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation Umut Kocasari Alara Dirik Mert Tiftikci Pinar Yanardag CLIP 10 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 14 11 0 14 Dec 2021
Hallucinating Pose-Compatible Scenes Tim Brooks Alexei A. Efros 3DH 47 14 0 13 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 28 103 0 09 Dec 2021
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 16 67 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
FuseDream: Training-Free Text-to-Image Generation with Improved CLIP+GAN Space Optimization Xingchao Liu Chengyue Gong Lemeng Wu Shujian Zhang Haoran Su Qiang Liu CLIP 23 89 0 02 Dec 2021
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba A. Madry KELM 175 89 0 02 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 24 116 0 01 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 16 30 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 28 263 0 30 Nov 2021
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 27 413 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 18 43 0 30 Nov 2021
Latent Transformations via NeuralODEs for GAN-based Image Editing Valentin Khrulkov L. Mirvakhabova Ivan V. Oseledets Artem Babenko 16 14 0 29 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 25 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 25 17 0 25 Nov 2021
Optimizing Latent Space Directions For GAN-based Local Image Editing Ehsan Pajouheshgar Tong Zhang Sabine Süsstrunk GAN 25 12 0 24 Nov 2021
Tensor Component Analysis for Interpreting the Latent Space of GANs James Oldfield Markos Georgopoulos Yannis Panagakis M. Nicolaou Ioannis Patras GAN 30 15 0 23 Nov 2021
StylePart: Image-based Shape Part Manipulation I-Chao Shen Liwei Su Yu-Ting Wu Bing-Yu Chen 3DPC 16 1 0 20 Nov 2021
Compositional Transformers for Scene Generation Drew A. Hudson C. L. Zitnick ViT 34 34 0 17 Nov 2021