Editing in Style: Uncovering the Local Semantics of GANs

29 April 2020

Sabine Süsstrunk

Papers citing "Editing in Style: Uncovering the Local Semantics of GANs"

50 / 58 papers shown

Title
Latent Space Imaging Matheus Souza Yidan Zheng Kaizhang Kang Yogeshwar Nath Mishra Qiang Fu Wolfgang Heidrich 48 0 0 09 Jul 2024
ComFace: Facial Representation Learning with Synthetic Data for Comparing Faces Yusuke Akamatsu Terumi Umematsu Hitoshi Imaoka Shizuko Gomi Hideo Tsurushima 89 0 0 25 May 2024
Customize Your Own Paired Data via Few-shot Way Jinshu Chen Bingchuan Li Miao Hua Panpan Xu Qian He DiffM 34 0 0 21 May 2024
CTGAN: Semantic-guided Conditional Texture Generator for 3D Shapes Yi-Ting Pan Chai-Rong Lee Shu-Ho Fan Jheng-Wei Su Jia-Bin Huang Yung-Yu Chuang Hung-Kuo Chu 26 0 0 08 Feb 2024
Editable Stain Transformation Of Histological Images Using Unpaired GANs Tibor Sloboda L. Hudec Wanda Benesova MedIm 21 2 0 06 Dec 2023
Intra- & Extra-Source Exemplar-Based Style Synthesis for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 34 10 0 02 Jul 2023
Meta-Auxiliary Network for 3D GAN Inversion Bangrui Jiang Zhenhua Guo Yujiu Yang 15 3 0 18 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 46 12 0 11 May 2023
StyleGenes: Discrete and Efficient Latent Distributions for GANs Evangelos Ntavelis Mohamad Shahbazi I. Kastanis Radu Timofte Martin Danelljan Luc Van Gool 35 1 0 30 Apr 2023
Cross-speaker Emotion Transfer by Manipulating Speech Style Latents Suhee Jo Younggun Lee Yookyung Shin Yeongtae Hwang Taesu Kim 11 3 0 15 Mar 2023
NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-shot Real Image Animation Yu Yin Kamran Ghasedi Hsiang-Tao Wu Jiaolong Yang Xin Tong Y. Fu DiffM 27 25 0 30 Nov 2022
High-fidelity 3D GAN Inversion by Pseudo-multi-view Optimization Jiaxin Xie Hao Ouyang Jingtan Piao Chenyang Lei Qifeng Chen 24 67 0 28 Nov 2022
Intra-Source Style Augmentation for Improved Domain Generalization Yumeng Li Dan Zhang M. Keuper Anna Khoreva 21 32 0 18 Oct 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 31 7 0 13 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
Training and Tuning Generative Neural Radiance Fields for Attribute-Conditional 3D-Aware Face Generation Jichao Zhang Aliaksandr Siarohin Yahui Liu Hao Tang N. Sebe Wei Wang CVBM 3DH AI4CE 13 9 0 26 Aug 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 32 3 0 23 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 51 8 0 19 Jul 2022
Comparing the latent space of generative models Andrea Asperti Valerio Tonelli DRL 19 11 0 14 Jul 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 18 0 0 27 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 27 50 0 16 Jun 2022
Disentangling visual and written concepts in CLIP Joanna Materzyñska Antonio Torralba David Bau CoGe 12 47 0 15 Jun 2022
Face Morphing: Fooling a Face Recognition System Is Simple! S. Hörmann Tianlin Kong Torben Teepe Fabian Herzog Martin Knoche Gerhard Rigoll AAML CVBM 11 1 0 27 May 2022
Deep Learning and Synthetic Media Raphaël Millière 18 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 27 42 0 05 May 2022
Unsupervised Image-to-Image Translation with Generative Prior Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy GAN 16 33 0 07 Apr 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 27 16 0 24 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 8 1 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 45 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 27 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 28 55 0 15 Mar 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
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
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
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 28 264 0 30 Nov 2021
FENeRF: Face Editing in Neural Radiance Fields Jingxiang Sun Xuan Wang Yong Zhang Xiaoyu Li Qi Zhang Yebin Liu Jue Wang 3DH CVBM 16 140 0 30 Nov 2021
Latent Transformations via NeuralODEs for GAN-based Image Editing Valentin Khrulkov L. Mirvakhabova Ivan V. Oseledets Artem Babenko 21 14 0 29 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
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 31 3 0 24 Nov 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers Yanhong Zeng Huan Yang Hongyang Chao Jianbo Wang Jianlong Fu ViT 21 26 0 05 Nov 2021
Image-Based CLIP-Guided Essence Transfer Hila Chefer Sagie Benaim Roni Paiss Lior Wolf CLIP 21 50 0 24 Oct 2021
Face sketch to photo translation using generative adversarial networks Ding Li Maryam Saeedi Fard Wensheng Zhang CVBM GAN 23 3 0 23 Oct 2021
AE-StyleGAN: Improved Training of Style-Based Auto-Encoders Ligong Han S. Musunuri Martin Renqiang Min Ruijiang Gao Yu Tian Dimitris N. Metaxas DRL 28 14 0 17 Oct 2021
Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN Badour Albahar Jingwan Lu Jimei Yang Zhixin Shu Eli Shechtman Jia-Bin Huang 3DH 30 81 0 13 Sep 2021
Synthesizing Human Faces using Latent Space Factorization and Local Weights (Extended Version) Minyoung Kim Young J. Kim 3DH CVBM 4 0 0 19 Jul 2021
Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Data Christian Bartz H. Rätz Joseph Bethge Christoph Meinel Haojin Yang 13 6 0 14 Jul 2021
A Latent Transformer for Disentangled Face Editing in Images and Videos Xu Yao A. Newson Y. Gousseau Pierre Hellier CVBM 21 84 0 22 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
Ensembling with Deep Generative Views Lucy Chai Jun-Yan Zhu Eli Shechtman Phillip Isola Richard Y. Zhang GAN 22 70 0 29 Apr 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 35 151 0 27 Apr 2021