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
Red PANDA: Disambiguating Anomaly Detection by Removing Nuisance Factors Niv Cohen Jonathan Kahana Yedid Hoshen 14 3 0 07 Jul 2022
VecGAN: Image-to-Image Translation with Interpretable Latent Directions Yusuf Dalva Said Fahri Altindis Aysegül Dündar DRL 25 29 0 07 Jul 2022
Towards Counterfactual Image Manipulation via CLIP Yingchen Yu Fangneng Zhan Rongliang Wu Jiahui Zhang Shijian Lu Miaomiao Cui Xuansong Xie Xiansheng Hua C. Miao CLIP 36 29 0 06 Jul 2022
Local Relighting of Real Scenes Audrey Cui Ali Jahanian Àgata Lapedriza Antonio Torralba Shahin Mahdizadehaghdam Rohit Kumar David Bau 17 2 0 06 Jul 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 14 0 0 27 Jun 2022
Temporally Consistent Semantic Video Editing Yiran Xu Badour Albahar Jia-Bin Huang 20 28 0 21 Jun 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 8 50 0 16 Jun 2022
MoDi: Unconditional Motion Synthesis from Diverse Data Sigal Raab Inbal Leibovitch Peizhuo Li Kfir Aberman O. Sorkine-Hornung Daniel Cohen-Or DiffM 19 54 0 16 Jun 2022
Disentangling visual and written concepts in CLIP Joanna Materzyñska Antonio Torralba David Bau CoGe 4 46 0 15 Jun 2022
Polymorphic-GAN: Generating Aligned Samples across Multiple Domains with Learned Morph Maps Seung Wook Kim Karsten Kreis Daiqing Li Antonio Torralba Sanja Fidler GAN 21 5 0 06 Jun 2022
ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences Christos Tzelepis James Oldfield Georgios Tzimiropoulos Ioannis Patras 4 16 0 05 Jun 2022
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs James Oldfield Christos Tzelepis Yannis Panagakis M. Nicolaou Ioannis Patras GAN 12 23 0 31 May 2022
Video2StyleGAN: Disentangling Local and Global Variations in a Video Rameen Abdal Peihao Zhu Niloy J. Mitra Peter Wonka VGen 17 7 0 27 May 2022
Cross-Domain Style Mixing for Face Cartoonization Seungkwon Kim Chaeheon Gwak Dohyun Kim K. Lee Jihye Back Namhyuk Ahn Daesik Kim CVBM 25 7 0 25 May 2022
A comprehensive survey on semantic facial attribute editing using generative adversarial networks A. Nickabadi Maryam Saeedi Fard Nastaran Moradzadeh Farid Najmeh Mohammadbagheri CVBM GAN EGVM 22 9 0 21 May 2022
Principled Knowledge Extrapolation with GANs Ruili Feng Jie Xiao Kecheng Zheng Deli Zhao Jingren Zhou Qibin Sun Zhengjun Zha 46 8 0 21 May 2022
StyLitGAN: Prompting StyleGAN to Produce New Illumination Conditions Anand Bhattad David A. Forsyth 36 6 0 20 May 2022
Tensor-based Emotion Editing in the StyleGAN Latent Space René Haas Stella Grasshof Sami S. Brandt CVBM 9 9 0 12 May 2022
Deep Learning and Synthetic Media Raphaël Millière 11 18 0 11 May 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 16 42 0 05 May 2022
Hypercomplex Image-to-Image Translation Eleonora Grassucci Luigi Sigillo A. Uncini Danilo Comminiello 14 7 0 04 May 2022
End-to-End Visual Editing with a Generatively Pre-Trained Artist A. Brown Cheng-Yang Fu Omkar M. Parkhi Tamara L. Berg Andrea Vedaldi DiffM 11 8 0 03 May 2022
Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN Dong-Yeon Lee Jae Young Lee Doyeon Kim Jaehyun Choi Junmo Kim 10 2 0 29 Apr 2022
Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN Qiucheng Wu Yifan Jiang Junru Wu Kai Wang Gong Zhang Humphrey Shi Zhangyang Wang Shiyu Chang 26 1 0 27 Apr 2022
Expanding the Latent Space of StyleGAN for Real Face Editing Yindong Yu Kamran Ghasedi Hsiang-Tao Wu Jiaolong Yang Tong Xi Fu Yun CVBM 6 5 0 26 Apr 2022
StyleGAN-Human: A Data-Centric Odyssey of Human Generation Jianglin Fu Shikai Li Yuming Jiang Kwan-Yee Lin Chao Qian Chen Change Loy Wayne Wu Ziwei Liu 3DH 33 146 0 25 Apr 2022
Any-resolution Training for High-resolution Image Synthesis Lucy Chai Michael Gharbi Eli Shechtman Phillip Isola Richard Y. Zhang 15 65 0 14 Apr 2022
"Does it come in black?" CLIP-like models are zero-shot recommenders P. Chia Jacopo Tagliabue Federico Bianchi C. Greco Diogo Gonçalves VLM HAI 19 7 0 05 Apr 2022
Provable concept learning for interpretable predictions using variational autoencoders Armeen Taeb Nicolò Ruggeri Carina Schnuck Fanny Yang 67 5 0 01 Apr 2022
MyStyle: A Personalized Generative Prior Yotam Nitzan Kfir Aberman Qiurui He O. Liba Michal Yarom Yossi Gandelsman Inbar Mosseri Yael Pritch Daniel Cohen-or 14 25 0 31 Mar 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 23 44 0 31 Mar 2022
GIRAFFE HD: A High-Resolution 3D-aware Generative Model Yang Xue Yuheng Li Krishna Kumar Singh Yong Jae Lee 14 99 0 28 Mar 2022
Expressive Talking Head Video Encoding in StyleGAN2 Latent-Space Trevine Oorloff Yaser Yacoob VGen 17 3 0 28 Mar 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 20 16 0 24 Mar 2022
A Contrastive Objective for Learning Disentangled Representations Jonathan Kahana Yedid Hoshen SSL 9 13 0 21 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 6 1 0 21 Mar 2022
High-fidelity GAN Inversion with Padding Space Qingyan Bai Yinghao Xu Jiapeng Zhu Weihao Xia Yujiu Yang Yujun Shen 23 31 0 21 Mar 2022
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen Qianyi Wu Chuanxia Zheng Tat-Jen Cham Jianfei Cai 42 37 0 21 Mar 2022
Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs Enis Simsar Umut Kocasari Ezgi Gulperi Er Pinar Yanardag 16 3 0 16 Mar 2022
Style Transformer for Image Inversion and Editing Xueqi Hu Qiusheng Huang Zhengyi Shi Siyuan Li Changxin Gao Li Sun Qingli Li 17 55 0 15 Mar 2022
Active Token Mixer Guoqiang Wei Zhizheng Zhang Cuiling Lan Yan Lu Zhibo Chen 8 6 0 11 Mar 2022
DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGAN Wanchao Su Hui Ye Shu-Yu Chen Lin Gao Hongbo Fu 17 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 12 79 0 28 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 17 44 0 24 Feb 2022
Near Perfect GAN Inversion Qianli Feng Viraj Shah Raghudeep Gadde Pietro Perona Aleix M. Martinez GAN 17 18 0 23 Feb 2022
Region-Based Semantic Factorization in GANs Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen 6 35 0 19 Feb 2022
Modern Augmented Reality: Applications, Trends, and Future Directions Shervin Minaee Xiaodan Liang Shuicheng Yan 15 23 0 18 Feb 2022
FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations Cemre Karakas Alara Dirik Eylül Yalçınkaya Pinar Yanardag 9 29 0 13 Feb 2022
Self-Conditioned Generative Adversarial Networks for Image Editing Yunzhe Liu Rinon Gal Amit H. Bermano Baoquan Chen Daniel Cohen-Or GAN 14 5 0 08 Feb 2022
FEAT: Face Editing with Attention Xianxu Hou Linlin Shen Or Patashnik Daniel Cohen-Or Hui Huang CVBM 11 19 0 06 Feb 2022