Interpreting the Latent Space of GANs for Semantic Face Editing

25 July 2019

Jinjin Gu

Papers citing "Interpreting the Latent Space of GANs for Semantic Face Editing"

50 / 254 papers shown

Title
My3DGen: A Scalable Personalized 3D Generative Model Luchao Qi Jiaye Wu Annie N. Wang Sheng-Yu Wang Roni Sengupta 3DH 39 3 0 11 Jul 2023
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 28 17 0 11 Jul 2023
Balancing Reconstruction and Editing Quality of GAN Inversion for Real Image Editing with StyleGAN Prior Latent Space Kai Katsumata D. Vo Bei Liu Hideki Nakayama 17 0 0 31 May 2023
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human Takato Yoshikawa Yuki Endo Yoshihiro Kanamori 44 1 0 26 May 2023
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation Dongxu Yue Qin Guo Munan Ning Jiaxi Cui Yuesheng Zhu Liuliang Yuan DiffM 29 11 0 24 May 2023
Latent Imitator: Generating Natural Individual Discriminatory Instances for Black-Box Fairness Testing Yisong Xiao Aishan Liu Tianlin Li Xianglong Liu 22 26 0 19 May 2023
Meta-Auxiliary Network for 3D GAN Inversion Bangrui Jiang Zhenhua Guo Yujiu Yang 24 3 0 18 May 2023
Zero-shot racially balanced dataset generation using an existing biased StyleGAN2 Anubhav Jain Nasir D. Memon Julian Togelius 22 8 0 12 May 2023
Spider GAN: Leveraging Friendly Neighbors to Accelerate GAN Training Siddarth Asokan C. Seelamantula GAN 69 1 0 12 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 55 12 0 11 May 2023
AGI for Agriculture Guoyu Lu Sheng Li Gengchen Mai Jin Sun Dajiang Zhu ... R. Xu Daniel Petti Changying Li Tianming Liu Changying Li AI4CE 48 17 0 12 Apr 2023
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs Harsh Rangwani Lavish Bansal Kartik Sharma Tejan Karmali Varun Jampani R. Venkatesh Babu 20 13 0 12 Apr 2023
MetaHead: An Engine to Create Realistic Digital Head Dingyun Zhang Chenglai Zhong Yudong Guo Yang Hong Juyong Zhang 3DH 10 4 0 03 Apr 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 50 20 0 28 Mar 2023
Spatial Latent Representations in Generative Adversarial Networks for Image Generation Maciej Sypetkowski GAN 26 1 0 25 Mar 2023
LPFF: A Portrait Dataset for Face Generators Across Large Poses Yiqian Wu Jing Zhang Hongbo Fu Xiaogang Jin CVBM 33 15 0 25 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models René Haas Inbar Huberman-Spiegelglas Rotem Mulayoff Stella Graßhof Sami S. Brandt T. Michaeli DiffM 22 39 0 20 Mar 2023
MODIFY: Model-driven Face Stylization without Style Images Yuhe Ding Jian Liang Jie Cao A. Zheng Ran He CVBM 28 2 0 17 Mar 2023
Aerial Diffusion: Text Guided Ground-to-Aerial View Translation from a Single Image using Diffusion Models D. Kothandaraman Dinesh Manocha Ming Lin Dinesh Manocha 24 5 0 15 Mar 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy CVBM 37 24 0 10 Mar 2023
Optimizing CAD Models with Latent Space Manipulation J. Elstner Raoul Schönhof Steffen Tauber Marco F. Huber 37 0 0 09 Mar 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 29 0 0 22 Feb 2023
Boundary Guided Learning-Free Semantic Control with Diffusion Models Ye Zhu Yuehua Wu Zhiwei Deng Olga Russakovsky Yan Yan DiffM 17 23 0 16 Feb 2023
One-Shot Face Video Re-enactment using Hybrid Latent Spaces of StyleGAN2 Trevine Oorloff Yaser Yacoob CVBM 32 3 0 15 Feb 2023
Semantic 3D-aware Portrait Synthesis and Manipulation Based on Compositional Neural Radiance Field Tianxiang Ma Bingchuan Li Qian He Jing Dong Tieniu Tan 30 12 0 03 Feb 2023
Stable Attribute Group Editing for Reliable Few-shot Image Generation Guanqi Ding Xinzhe Han Shuhui Wang Xin Jin Dandan Tu Qingming Huang 29 9 0 01 Feb 2023
GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks Noyan Evirgen Xiang Chen 23 12 0 31 Jan 2023
Towards Arbitrary Text-driven Image Manipulation via Space Alignment Yun-Hao Bai Zi-Qi Zhong Chao Dong Weichen Zhang Guowei Xu Chun Yuan 40 0 0 25 Jan 2023
StyleGAN-T: Unlocking the Power of GANs for Fast Large-Scale Text-to-Image Synthesis Axel Sauer Tero Karras S. Laine Andreas Geiger Timo Aila 34 207 0 23 Jan 2023
BallGAN: 3D-aware Image Synthesis with a Spherical Background Minjung Shin Yunji Seo Jeongmin Bae Young Sun Choi Hyunsung Kim H. Byun Youngjung Uh 3DH 37 6 0 22 Jan 2023
GLIGEN: Open-Set Grounded Text-to-Image Generation Yuheng Li Haotian Liu Qingyang Wu Fangzhou Mu Jianwei Yang Jianfeng Gao Chunyuan Li Yong Jae Lee VLM 71 569 1 17 Jan 2023
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images Anuja Vats Marius Pedersen A. Mohammed Ø. Hovde MedIm 33 9 0 16 Jan 2023
OrthoGAN:High-Precision Image Generation for Teeth Orthodontic Visualization Feihong Shen Jingjing Liu Hai-Zhen Li B. Fang Chenglong Ma Jinxiang Hao Yang Feng Youyi Zheng Youyi Zheng MedIm DiffM 52 0 0 29 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 27 40 0 18 Dec 2022
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe-nan Lin Yang Zhang Shiyu Chang DiffM CoGe 24 97 0 16 Dec 2022
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 26 6 0 11 Dec 2022
NeRFEditor: Differentiable Style Decomposition for Full 3D Scene Editing Chun-Yu Sun Yanbing Liu Junlin Han Stephen Gould 26 7 0 07 Dec 2022
GLeaD: Improving GANs with A Generator-Leading Task Qingyan Bai Ceyuan Yang Yinghao Xu Xihui Liu Yujiu Yang Yujun Shen GAN 20 9 0 07 Dec 2022
QC-StyleGAN -- Quality Controllable Image Generation and Manipulation D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 37 1 0 02 Dec 2022
3D GAN Inversion with Facial Symmetry Prior Fei Yin Yong Zhang Xuanxia Wang Tengfei Wang Xiaoyu Li ... Yanbo Fan Xiaodong Cun Ying Shan Cengiz Öztireli Yujiu Yang 3DH 21 47 0 30 Nov 2022
Dr.3D: Adapting 3D GANs to Artistic Drawings Wonjoon Jin Nuri Ryu Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 3DH 32 15 0 30 Nov 2022
High-fidelity 3D GAN Inversion by Pseudo-multi-view Optimization Jiaxin Xie Hao Ouyang Jingtan Piao Chenyang Lei Qifeng Chen 29 67 0 28 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 55 403 0 23 Nov 2022
GAN Inversion for Image Editing via Unsupervised Domain Adaptation Siyu Xing Chen Gong Hewei Guo Xiaoyi Zhang Xinwen Hou Yu Liu 32 6 0 22 Nov 2022
Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint Hongyu Liu Yibing Song Qifeng Chen DiffM 30 21 0 21 Nov 2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 28 0 0 17 Nov 2022
3D-Aware Encoding for Style-based Neural Radiance Fields Yu-Jhe Li Tao Xu Bichen Wu N. Zheng Xiaoliang Dai Albert Pumarola Peizhao Zhang Peter Vajda Kris M. Kitani 27 6 0 12 Nov 2022
ParGAN: Learning Real Parametrizable Transformations Diego Martin Arroyo A. Tonioni F. Tombari GAN 25 1 0 09 Nov 2022
Image Completion with Heterogeneously Filtered Spectral Hints Xingqian Xu Shant Navasardyan Vahram Tadevosyan Andranik Sargsyan Yadong Mu Humphrey Shi 24 24 0 07 Nov 2022
Learning to Annotate Part Segmentation with Gradient Matching Yu Yang Xiaotian Cheng Hakan Bilen Xiangyang Ji GAN 29 7 0 06 Nov 2022