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
Out-of-domain GAN inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation Xin Yang Xiaogang Xu Ying-Cong Chen CVBM 11 2 0 19 Dec 2022
Face Generation and Editing with StyleGAN: A Survey Andrew Melnik Maksim Miasayedzenkau Dzianis Makaravets Dzianis Pirshtuk Eren Akbulut Dennis Holzmann Tarek Renusch Gustav Reichert Helge J. Ritter CVBM 17 39 0 18 Dec 2022
Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection Junke Wang Zhenxin Li Chao Zhang Jingjing Chen Zuxuan Wu Larry S. Davis Yueping Jiang AAML 22 5 0 12 Dec 2022
HumanGen: Generating Human Radiance Fields with Explicit Priors Suyi Jiang Haoran Jiang ZiYun Wang Haimin Luo Wenzheng Chen Lan Xu 3DH 17 34 0 10 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 10 9 0 07 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models Naoki Matsunaga Masato Ishii Akio Hayakawa Kenji Suzuki T. Narihira DiffM 36 7 0 05 Dec 2022
Discovering Class-Specific GAN Controls for Semantic Image Synthesis Edgar Schönfeld Julio Borges V. Sushko Bernt Schiele Anna Khoreva 23 1 0 02 Dec 2022
LatentSwap3D: Semantic Edits on 3D Image GANs Enis Simsar A. Tonioni Evin Pınar Örnek F. Tombari 22 8 0 02 Dec 2022
Dr.3D: Adapting 3D GANs to Artistic Drawings Wonjoon Jin Nuri Ryu Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 3DH 17 14 0 30 Nov 2022
High-fidelity 3D GAN Inversion by Pseudo-multi-view Optimization Jiaxin Xie Hao Ouyang Jingtan Piao Chenyang Lei Qifeng Chen 16 67 0 28 Nov 2022
CLIP2GAN: Towards Bridging Text with the Latent Space of GANs Yixuan Wang Wen-gang Zhou Jianmin Bao Weilun Wang Li Li Houqiang Li GAN CLIP 17 5 0 28 Nov 2022
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains S. Kim Kyoungkook Kang Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 11 19 0 26 Nov 2022
Progressive Disentangled Representation Learning for Fine-Grained Controllable Talking Head Synthesis Duomin Wang Yu Deng Zixin Yin H. Shum Baoyuan Wang 8 60 0 26 Nov 2022
$S^2$ -Flow: Joint Semantic and Style Editing of Facial Images Krishnakant Singh Simone Schaub-Meyer Stefan Roth GAN 16 1 0 22 Nov 2022
GAN Inversion for Image Editing via Unsupervised Domain Adaptation Siyu Xing Chen Gong Hewei Guo Xiaoyi Zhang Xinwen Hou Yu Liu 6 6 0 22 Nov 2022
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 19 77 0 21 Nov 2022
Controllable GAN Synthesis Using Non-Rigid Structure-from-Motion René Haas Stella Grasshof Sami S. Brandt 3DV 11 2 0 14 Nov 2022
Generative Adversarial Networks for anonymous Acneic face dataset generation Hazem Zein S. Chantaf R. Fournier A. Naït-Ali CVBM 35 5 0 08 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 20 1 0 05 Nov 2022
ISG: I can See Your Gene Expression Yan Yang Liyuan Pan Liu Liu Eric A. Stone VLM 16 1 0 30 Oct 2022
Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction Yan Yang Md. Zakir Hossain Eric A. Stone Shafin Rahman AI4TS 14 14 0 30 Oct 2022
Single-Shot Domain Adaptation via Target-Aware Generative Augmentation Rakshith Subramanyam Kowshik Thopalli Spring Berman P. Turaga Jayaraman J. Thiagarajan TTA 16 1 0 29 Oct 2022
Lafite2: Few-shot Text-to-Image Generation Yufan Zhou Chunyuan Li Changyou Chen Jianfeng Gao Jinhui Xu DiffM 11 11 0 25 Oct 2022
GlassesGAN: Eyewear Personalization using Synthetic Appearance Discovery and Targeted Subspace Modeling Richard Plesh Peter Peer Vitomir Štruc 13 5 0 24 Oct 2022
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 41 29 0 23 Oct 2022
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks Aibek Alanov Vadim Titov Dmitry Vetrov GAN OOD 20 26 0 17 Oct 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 25 7 0 13 Oct 2022
MultiStyleGAN: Multiple One-shot Image Stylizations using a Single GAN Viraj Shah Ayush Sarkar Sudharsan Krishnakumar Anitha Svetlana Lazebnik 17 3 0 08 Oct 2022
CLIP-PAE: Projection-Augmentation Embedding to Extract Relevant Features for a Disentangled, Interpretable, and Controllable Text-Guided Face Manipulation Chenliang Zhou Fangcheng Zhong Cengiz Öztireli CLIP 40 19 0 08 Oct 2022
ManiCLIP: Multi-Attribute Face Manipulation from Text Hao Wang Guosheng Lin A. Molino Anran Wang Jiashi Feng Zehuan Yuan CVBM 33 9 0 02 Oct 2022
StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 11 17 0 27 Sep 2022
Structure Guided Manifolds for Discovery of Disease Characteristics Siyu Liu Linfeng Liu Xuan Vinh Stuart Crozier Craig B. Engstrom F. Nasrallah Shekhar S. Chandra MedIm 15 0 0 22 Sep 2022
IntereStyle: Encoding an Interest Region for Robust StyleGAN Inversion S. Moon Gyeong-Moon Park 38 9 0 22 Sep 2022
Text-Free Learning of a Natural Language Interface for Pretrained Face Generators Xiaodan Du Raymond A. Yeh Nicholas I. Kolkin Eli Shechtman Gregory Shakhnarovich CLIP 13 1 0 08 Sep 2022
Exploring Gradient-based Multi-directional Controls in GANs Zikun Chen R. Jiang Brendan Duke Han Zhao P. Aarabi 10 10 0 01 Sep 2022
User-Controllable Latent Transformer for StyleGAN Image Layout Editing Yuki Endo 6 39 0 26 Aug 2022
High-Fidelity Image Inpainting with GAN Inversion Yongsheng Yu Libo Zhang Hengrui Fan Tiejian Luo 9 23 0 25 Aug 2022
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups Sreeraj Ramachandran A. Rattani FaML 10 9 0 17 Aug 2022
Hierarchical Semantic Regularization of Latent Spaces in StyleGANs Tejan Karmali Rishubh Parihar Susmit Agrawal Harsh Rangwani Varun Jampani M. Singh R. Venkatesh Babu 19 11 0 07 Aug 2022
Latent Multi-Relation Reasoning for GAN-Prior based Image Super-Resolution Jiahui Zhang Fangneng Zhan Yingchen Yu Rongliang Wu Xiaoqin Zhang Shijian Lu 26 4 0 04 Aug 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 6 2 0 03 Aug 2022
Unveiling the Latent Space Geometry of Push-Forward Generative Models Thibaut Issenhuth Ugo Tanielian Jérémie Mary David Picard GAN DRL 16 2 0 21 Jul 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 15 1 0 21 Jul 2022
Semantic uncertainty intervals for disentangled latent spaces S. Sankaranarayanan Anastasios Nikolas Angelopoulos Stephen Bates Yaniv Romano Phillip Isola UQCV 16 20 0 20 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 8 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 38 8 0 19 Jul 2022
GANzilla: User-Driven Direction Discovery in Generative Adversarial Networks Noyan Evirgen Xiang Ánthony' Chen 6 21 0 17 Jul 2022
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN Matan Atad V. Dmytrenko Yitong Li Xinyue Zhang Matthias Keicher Jan Kirschke Bene Wiestler Ashkan Khakzar Nassir Navab MedIm 6 22 0 15 Jul 2022
Supervised Attribute Information Removal and Reconstruction for Image Manipulation Nannan Li Bryan A. Plummer 18 2 0 13 Jul 2022
SD-GAN: Semantic Decomposition for Face Image Synthesis with Discrete Attribute Kangneng Zhou Xiaobin Zhu Daiheng Gao Kai Lee Xinjie Li Xu-Cheng Yin CVBM 23 4 0 12 Jul 2022