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
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 33 44 0 24 Feb 2022
Domain Adaptation for Underwater Image Enhancement via Content and Style Separation Yu-Wei Chen S. Pei 29 33 0 17 Feb 2022
GAN-generated Faces Detection: A Survey and New Perspectives Xin Wang Hui Guo Shu Hu Ming-Ching Chang Siwei Lyu CVBM 24 63 0 15 Feb 2022
Robust Deepfake On Unrestricted Media: Generation And Detection Trung-Nghia Le H. Nguyen Junichi Yamagishi Isao Echizen 30 7 0 13 Feb 2022
Motion Puzzle: Arbitrary Motion Style Transfer by Body Part Deok-Kyeong Jang S. Park Sung-Hee Lee 3DH 34 59 0 10 Feb 2022
A new face swap method for image and video domains: a technical report Daniil Chesakov Anastasia Maltseva A. Groshev Andrey Kuznetsov Denis Dimitrov CVBM PICV 23 4 0 07 Feb 2022
Stay Positive: Non-Negative Image Synthesis for Augmented Reality Katie Z Luo Guandao Yang Wenqi Xian Harald Haraldsson B. Hariharan Serge J. Belongie DiffM 17 5 0 01 Feb 2022
Rayleigh EigenDirections (REDs): GAN latent space traversals for multidimensional features Guha Balakrishnan Raghudeep Gadde Aleix M. Martinez Pietro Perona 36 3 0 25 Jan 2022
Stitch it in Time: GAN-Based Facial Editing of Real Videos Rotem Tzaban Ron Mokady Rinon Gal Amit H. Bermano Daniel Cohen-Or CVBM 28 86 0 20 Jan 2022
Music2Video: Automatic Generation of Music Video with fusion of audio and text Yoonjeon Kim Joel Jang Sumin Shin DiffM VGen 38 7 0 11 Jan 2022
Multimodal Image Synthesis and Editing: The Generative AI Era Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Lingjie Liu Adam Kortylewski Christian Theobalt Eric Xing EGVM 29 48 0 27 Dec 2021
Weakly Supervised High-Fidelity Clothing Model Generation Ruili Feng Cheng Ma Chengji Shen Xin Gao Zhenjiang Liu Xiaobo Li Kairi Ou Zhengjun Zha 3DH 24 11 0 14 Dec 2021
HairCLIP: Design Your Hair by Text and Reference Image Tianyi Wei Dongdong Chen Wenbo Zhou Jing Liao Zhentao Tan Lu Yuan Weiming Zhang Nenghai Yu CLIP 33 108 0 09 Dec 2021
Automated Side Channel Analysis of Media Software with Manifold Learning Yuanyuan Yuan Qi Pang Shuai Wang AAML 40 18 0 09 Dec 2021
Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models Dongzhuo Li MedIm 38 2 0 07 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 145 83 0 04 Dec 2021
3D-Aware Semantic-Guided Generative Model for Human Synthesis Jichao Zhang E. Sangineto H. Tang Aliaksandr Siarohin Zhun Zhong N. Sebe Wei Wang 3DH 24 35 0 02 Dec 2021
Editing a classifier by rewriting its prediction rules Shibani Santurkar Dimitris Tsipras Mahalaxmi Elango David Bau Antonio Torralba A. Madry KELM 180 89 0 02 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 38 116 0 01 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 23 30 0 01 Dec 2021
Adversarial Attacks Against Deep Generative Models on Data: A Survey Hui Sun Tianqing Zhu Zhiqiu Zhang Dawei Jin Wanlei Zhou AAML 37 42 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 46 264 0 30 Nov 2021
Diffusion Autoencoders: Toward a Meaningful and Decodable Representation Konpat Preechakul Nattanat Chatthee Suttisak Wizadwongsa Supasorn Suwajanakorn SyDa DiffM 32 415 0 30 Nov 2021
EdiBERT, a generative model for image editing Thibaut Issenhuth Ugo Tanielian Jérémie Mary David Picard DiffM 32 12 0 30 Nov 2021
Latent Transformations via NeuralODEs for GAN-based Image Editing Valentin Khrulkov L. Mirvakhabova Ivan V. Oseledets Artem Babenko 33 14 0 29 Nov 2021
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric P. Xing OOD 36 112 0 27 Nov 2021
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model Zipeng Xu Tianwei Lin Hao Tang Fu Li Dongliang He N. Sebe Radu Timofte Luc Van Gool Errui Ding EGVM 38 41 0 26 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 30 17 0 25 Nov 2021
Compositional Transformers for Scene Generation Drew A. Hudson C. L. Zitnick ViT 34 34 0 17 Nov 2021
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis Jiarong Ye Yuan Xue Peter Liu R. Zaino K. Cheng Xiaolei Huang MedIm 30 8 0 10 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 27 26 0 05 Nov 2021
Multi-Attribute Balanced Sampling for Disentangled GAN Controls Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne DRL 27 7 0 28 Oct 2021
Face sketch to photo translation using generative adversarial networks Ding Li Maryam Saeedi Fard Wensheng Zhang CVBM GAN 31 3 0 23 Oct 2021
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation Mingcong Liu Qiang Li Zekui Qin Guoxin Zhang Pengfei Wan Wen Zheng CVBM 30 60 0 22 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 21 56 0 21 Oct 2021
Generative Adversarial Graph Convolutional Networks for Human Action Synthesis Bruno Degardin João Neves Vasco Lopes J. Brito Ehsan Yaghoubi Hugo Proencca GAN AI4CE 33 32 0 21 Oct 2021
StyleNeRF: A Style-based 3D-Aware Generator for High-resolution Image Synthesis Jiatao Gu Lingjie Liu Peng Wang Christian Theobalt VGen 14 553 0 18 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 36 14 0 17 Oct 2021
Video Autoencoder: self-supervised disentanglement of static 3D structure and motion Zihang Lai Sifei Liu Alexei A. Efros Xiaolong Wang VGen 36 31 0 06 Oct 2021
Style Equalization: Unsupervised Learning of Controllable Generative Sequence Models Jen-Hao Rick Chang A. Shrivastava H. Koppula Xiaoshuai Zhang Oncel Tuzel DiffM 51 16 0 06 Oct 2021
ISF-GAN: An Implicit Style Function for High-Resolution Image-to-Image Translation Yahui Liu Yajing Chen Linchao Bao N. Sebe Bruno Lepri Marco De Nadai 35 12 0 26 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 92 11 0 20 Sep 2021
Conditional Generation of Synthetic Geospatial Images from Pixel-level and Feature-level Inputs Xuerong Xiao Swetava Ganguli Vipul Pandey GAN 21 1 0 11 Sep 2021
Talk-to-Edit: Fine-Grained Facial Editing via Dialog Yuming Jiang Ziqi Huang Xingang Pan Chen Change Loy Ziwei Liu DiffM 107 126 0 09 Sep 2021
Towards Controllable and Photorealistic Region-wise Image Manipulation Ansheng You Chenglin Zhou Qixuan Zhang Lan Xu DiffM 16 2 0 19 Aug 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 15 696 0 06 Aug 2021
Disentangled Lifespan Face Synthesis Sen He Wentong Liao M. Yang Yi-Zhe Song Bodo Rosenhahn Tao Xiang CVBM 31 28 0 05 Aug 2021
Cycle-Consistent Inverse GAN for Text-to-Image Synthesis Hao Wang Guosheng Lin S. Hoi C. Miao 33 47 0 03 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 30 17 0 03 Aug 2021
DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis with GANs J. Nistal Stefan Lattner G. Richard 21 8 0 03 Aug 2021