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
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 29 0 0 06 Nov 2022
Synthetic Data Supervised Salient Object Detection Zhenyu Wu Lin Wang Wei Wang Tengfei Shi Chenglizhao Chen Aimin Hao Shuo Li 29 22 0 25 Oct 2022
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 54 29 0 23 Oct 2022
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 60 482 0 20 Oct 2022
Imagic: Text-Based Real Image Editing with Diffusion Models Bahjat Kawar Shiran Zada Oran Lang Omer Tov Hui-Tang Chang Tali Dekel Inbar Mosseri Michal Irani 11 1,050 0 17 Oct 2022
One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations Yi-Chun Zhu Hongyu Liu Yibing Song Ziyang Yuan Xintong Han Chun Yuan Qifeng Chen Jue Wang VLM DiffM 34 30 0 14 Oct 2022
3D GAN Inversion with Pose Optimization Jaehoon Ko Kyusun Cho Daewon Choi Kwang-seok Ryoo Seung Wook Kim 31 59 0 13 Oct 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 36 7 0 13 Oct 2022
Finding the global semantic representation in GAN through Frechet Mean Jaewoong Choi Geonho Hwang Hyunsoo Cho Myung-joo Kang GAN DRL 19 2 0 11 Oct 2022
Bridging CLIP and StyleGAN through Latent Alignment for Image Editing Wanfeng Zheng Qiang Li Xiaoyan Guo Pengfei Wan Zhong-ming Wang 73 14 0 10 Oct 2022
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija Alara Dirik André Knorig Sanja Fidler Maria Shugrina 3DV 31 7 0 06 Oct 2022
ManiCLIP: Multi-Attribute Face Manipulation from Text Hao Wang Guosheng Lin A. Molino Anran Wang Jiashi Feng Zehuan Yuan CVBM 35 9 0 02 Oct 2022
Mind Reader: Reconstructing complex images from brain activities Sikun Lin Thomas C. Sprague Ambuj K. Singh DiffM 124 86 0 30 Sep 2022
Controllable Face Manipulation and UV Map Generation by Self-supervised Learning Yuanming Li Jeong-gi Kwak D. Han Hanseok Ko CVBM 3DH 29 1 0 24 Sep 2022
VToonify: Controllable High-Resolution Portrait Video Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy VGen DiffM 32 35 0 22 Sep 2022
LatentGaze: Cross-Domain Gaze Estimation through Gaze-Aware Analytic Latent Code Manipulation Isack Lee June Yun Hee Hyeon Kim Youngju Na S. Yoo 29 14 0 21 Sep 2022
Continuously Controllable Facial Expression Editing in Talking Face Videos Zhiyao Sun Yu-Hui Wen Tian Lv Y. Sun Ziyang Zhang Yaoyuan Wang Yong-Jin Liu CVBM 34 10 0 17 Sep 2022
Modelling Latent Dynamics of StyleGAN using Neural ODEs Weihao Xia Yujiu Yang Jing-Hao Xue 24 0 0 23 Aug 2022
Synthetic Data in Human Analysis: A Survey Indu Joshi Marcel Grimmer Christian Rathgeb Christoph Busch F. Brémond A. Dantcheva 35 46 0 19 Aug 2022
Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment Taewoo Kim Chaeyeon Chung Yoonseong Kim S. Park Kangyeol Kim Jaegul Choo 3DH 39 20 0 16 Aug 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 18 2 0 03 Aug 2022
3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image Hao Wang Wenhao Shen S. Hoi Chun Miao C. Miao 3DH CVBM 42 4 0 29 Jul 2022
Cross-Modal 3D Shape Generation and Manipulation Zezhou Cheng Menglei Chai Jian Ren Hsin-Ying Lee Kyle Olszewski Zeng Huang Subhransu Maji Sergey Tulyakov 42 32 0 24 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 31 28 0 19 Jul 2022
Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection Zhenrong Shen Xi Ouyang Bin Xiao Jie-Zhi Cheng Qian Wang Dinggang Shen MedIm 23 25 0 19 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 56 8 0 19 Jul 2022
Editing Out-of-domain GAN Inversion via Differential Activations Haorui Song Yong Du Tianyi Xiang Junyu Dong Jing Qin Shengfeng He DiffM 29 16 0 17 Jul 2022
VecGAN: Image-to-Image Translation with Interpretable Latent Directions Yusuf Dalva Said Fahri Altindis Aysegül Dündar DRL 41 29 0 07 Jul 2022
NARRATE: A Normal Assisted Free-View Portrait Stylizer Youjia Wang Teng Xu Yiwen Wu Minzhang Li Wenzheng Chen Lan Xu Jingyi Yu DiffM 3DH 21 4 0 03 Jul 2022
Semantic Unfolding of StyleGAN Latent Space Mustafa Shukor Xu Yao B. Damodaran Pierre Hellier CVBM GAN 30 3 0 29 Jun 2022
3D-Aware Video Generation Sherwin Bahmani Jeong Joon Park Despoina Paschalidou H. Tang Gordon Wetzstein Leonidas J. Guibas Luc Van Gool Radu Timofte 35 20 0 29 Jun 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 20 0 0 27 Jun 2022
Disentangling representations in Restricted Boltzmann Machines without adversaries Jorge Fernandez-de-Cossio-Diaz Simona Cocco R. Monasson DRL 37 13 0 23 Jun 2022
Landscape Learning for Neural Network Inversion Ruoshi Liu Chen-Guang Mao Purva Tendulkar Hongya Wang Carl Vondrick 32 8 0 17 Jun 2022
Rarity Score : A New Metric to Evaluate the Uncommonness of Synthesized Images Jiyeon Han Hwanil Choi Yunjey Choi Jae Hyun Kim Jung-Woo Ha Jaesik Choi EGVM 20 31 0 17 Jun 2022
IDE-3D: Interactive Disentangled Editing for High-Resolution 3D-aware Portrait Synthesis Jingxiang Sun Xinyu Wang Yichun Shi Lizhen Wang Jue Wang Yebin Liu DiffM 168 10 0 31 May 2022
Face Morphing: Fooling a Face Recognition System Is Simple! S. Hörmann Tianlin Kong Torben Teepe Fabian Herzog Martin Knoche Gerhard Rigoll AAML CVBM 24 1 0 27 May 2022
Deep Learning and Synthetic Media Raphaël Millière 18 18 0 11 May 2022
Language Models Can See: Plugging Visual Controls in Text Generation Yixuan Su Tian Lan Yahui Liu Fangyu Liu Dani Yogatama Yan Wang Lingpeng Kong Nigel Collier VLM MLLM 46 97 0 05 May 2022
The MeVer DeepFake Detection Service: Lessons Learnt from Developing and Deploying in the Wild Spyridon Baxevanakis Giorgos Kordopatis-Zilos Panagiotis Galopoulos Lazaros Apostolidis Killian Levacher Ipek B. Schlicht Denis Teyssou I. Kompatsiaris Symeon Papadopoulos 42 8 0 27 Apr 2022
Optimized latent-code selection for explainable conditional text-to-image GANs Zhenxing Zhang Lambert Schomaker 25 4 0 27 Apr 2022
Unsupervised Image-to-Image Translation with Generative Prior Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy GAN 22 33 0 07 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 21 7 0 05 Apr 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos Xinyu Wang Jan Kautz Sifei Liu GAN 27 18 0 30 Mar 2022
StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis Zhiheng Li Martin Renqiang Min Keqin Li Chenliang Xu EGVM 33 39 0 29 Mar 2022
3D GAN Inversion for Controllable Portrait Image Animation Connor Z. Lin David B. Lindell E. R. Chan Gordon Wetzstein 3DH 21 61 0 25 Mar 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 35 16 0 24 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 16 1 0 21 Mar 2022
One-Shot Adaptation of GAN in Just One CLIP Gihyun Kwon Jong Chul Ye VLM 38 43 0 17 Mar 2022
FlexIT: Towards Flexible Semantic Image Translation Guillaume Couairon Asya Grechka Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 44 35 0 09 Mar 2022