CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions

9 December 2021

Niloy J. Mitra

Papers citing "CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions"

29 / 79 papers shown

Title
TextIR: A Simple Framework for Text-based Editable Image Restoration Yun-Hao Bai Cairong Wang Shuzhao Xie Chao Dong Chun Yuan Zhi Wang DiffM 24 15 0 28 Feb 2023
Zero-shot Image-to-Image Translation Gaurav Parmar Krishna Kumar Singh Richard Y. Zhang Yijun Li Jingwan Lu Jun-Yan Zhu DiffM 20 430 0 06 Feb 2023
Towards Arbitrary Text-driven Image Manipulation via Space Alignment Yun-Hao Bai Zi-Qi Zhong Chao Dong Weichen Zhang Guowei Xu Chun Yuan 32 0 0 25 Jan 2023
3DAvatarGAN: Bridging Domains for Personalized Editable Avatars Rameen Abdal Hsin-Ying Lee Peihao Zhu Menglei Chai Aliaksandr Siarohin Peter Wonka Sergey Tulyakov 3DH 16 47 0 06 Jan 2023
Out-of-domain GAN inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation Xin Yang Xiaogang Xu Ying-Cong Chen CVBM 19 2 0 19 Dec 2022
Multi-Concept Customization of Text-to-Image Diffusion Nupur Kumari Bin Zhang Richard Y. Zhang Eli Shechtman Jun-Yan Zhu 19 821 0 08 Dec 2022
SINE: SINgle Image Editing with Text-to-Image Diffusion Models Zhixing Zhang Ligong Han Arna Ghosh Dimitris N. Metaxas Jian Ren DiffM 51 153 0 08 Dec 2022
ClipFace: Text-guided Editing of Textured 3D Morphable Models Shivangi Aneja Justus Thies Angela Dai Matthias Nießner CLIP 16 59 0 02 Dec 2022
Deep Curvilinear Editing: Commutative and Nonlinear Image Manipulation for Pretrained Deep Generative Model Takehiro Aoshima Takashi Matsubara 31 4 0 26 Nov 2022
Paint by Example: Exemplar-based Image Editing with Diffusion Models Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 31 401 0 23 Nov 2022
Rickrolling the Artist: Injecting Backdoors into Text Encoders for Text-to-Image Synthesis Lukas Struppek Dominik Hintersdorf Kristian Kersting SILM 22 35 0 04 Nov 2022
UniTune: Text-Driven Image Editing by Fine Tuning a Diffusion Model on a Single Image Dani Valevski Matan Kalman Eyal Molad Eyal Segalis Yossi Matias Yaniv Leviathan DiffM 16 38 0 17 Oct 2022
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing Wanfeng Zheng Qiang Li Xiaoyan Guo Pengfei Wan Zhong-ming Wang 63 14 0 10 Oct 2022
clip2latent: Text driven sampling of a pre-trained StyleGAN using denoising diffusion and CLIP Justin N. M. Pinkney Chuan Li CLIP VLM 40 20 0 05 Oct 2022
Controllable Face Manipulation and UV Map Generation by Self-supervised Learning Yuanming Li Jeong-gi Kwak D. Han Hanseok Ko CVBM 3DH 19 0 0 24 Sep 2022
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data Jihye Park Sunwoo Kim Soohyun Kim Seokju Cho Jaejun Yoo Youngjung Uh Seung Wook Kim VLM 28 9 0 31 Aug 2022
DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz Yuanzhen Li Varun Jampani Yael Pritch Michael Rubinstein Kfir Aberman 14 2,688 0 25 Aug 2022
Prompt-to-Prompt Image Editing with Cross Attention Control Amir Hertz Ron Mokady J. Tenenbaum Kfir Aberman Yael Pritch Daniel Cohen-Or DiffM 38 1,689 0 02 Aug 2022
An Image is Worth One Word: Personalizing Text-to-Image Generation using Textual Inversion Rinon Gal Yuval Alaluf Y. Atzmon Or Patashnik Amit H. Bermano Gal Chechik Daniel Cohen-Or 34 1,777 0 02 Aug 2022
Video2StyleGAN: Disentangling Local and Global Variations in a Video Rameen Abdal Peihao Zhu Niloy J. Mitra Peter Wonka VGen 24 7 0 27 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 22 8 0 03 May 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 37 1 0 27 Apr 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 22 16 0 24 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
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
Image-Based CLIP-Guided Essence Transfer Hila Chefer Sagie Benaim Roni Paiss Lior Wolf CLIP 21 50 0 24 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 138 80 0 15 Oct 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 200 776 0 04 Feb 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018