Precise Recovery of Latent Vectors from Generative Adversarial Networks

15 February 2017

Papers citing "Precise Recovery of Latent Vectors from Generative Adversarial Networks"

50 / 118 papers shown

Title
Contrastive Decoupled Representation Learning and Regularization for Speech-Preserving Facial Expression Manipulation Tianshui Chen Jianman Lin Zhijing Yang Chumei Qing Yukai Shi Liang Lin 47 2 0 08 Apr 2025
SwinStyleformer is a favorable choice for image inversion Jiawei Mao Guangyi Zhao Xuesong Yin Yuanqi Chang ViT 37 0 0 19 Jun 2024
StableDrag: Stable Dragging for Point-based Image Editing Yutao Cui Xiaotong Zhao Guozhen Zhang Shengming Cao Kai Ma Limin Wang 44 11 0 07 Mar 2024
BARET : Balanced Attention based Real image Editing driven by Target-text Inversion Yuming Qiao Fanyi Wang Jingwen Su Yanhao Zhang Yunjie Yu Siyu Wu Guo-Jun Qi DiffM 30 4 0 09 Dec 2023
An Image is Worth Multiple Words: Multi-attribute Inversion for Constrained Text-to-Image Synthesis Aishwarya Agarwal Srikrishna Karanam Tripti Shukla Balaji Vasan Srinivasan DiffM 103 20 0 20 Nov 2023
Face Cartoonisation For Various Poses Using StyleGAN Kushal Kumar Jain Ankith Varun A. Namboodiri CVBM 30 0 0 26 Sep 2023
In-Domain GAN Inversion for Faithful Reconstruction and Editability Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen Bolei Zhou DiffM 28 4 0 25 Sep 2023
DragDiffusion: Harnessing Diffusion Models for Interactive Point-based Image Editing Yujun Shi Chuhui Xue Jun Hao Liew Jiachun Pan Hanshu Yan Wenqing Zhang Vincent Y. F. Tan Song Bai 28 202 0 26 Jun 2023
JoIN: Joint GANs Inversion for Intrinsic Image Decomposition Viraj Shah Svetlana Lazebnik Julien Philip GAN 41 2 0 18 May 2023
Make It So: Steering StyleGAN for Any Image Inversion and Editing Anand Bhattad Viraj Shah Derek Hoiem David A. Forsyth DiffM 36 9 0 27 Apr 2023
StyleDiffusion: Prompt-Embedding Inversion for Text-Based Editing Senmao Li Joost van de Weijer Taihang Hu Fahad Shahbaz Khan Qibin Hou Yaxing Wang Jian Yang DiffM 38 52 0 28 Mar 2023
TriPlaneNet: An Encoder for EG3D Inversion A. Bhattarai Matthias Nießner Artem Sevastopolsky 43 34 0 23 Mar 2023
P+: Extended Textual Conditioning in Text-to-Image Generation A. Voynov Qinghao Chu Daniel Cohen-Or Kfir Aberman VLM DiffM 46 176 0 16 Mar 2023
Rethinking the editing of generative adversarial networks: a method to estimate editing vectors based on dimension reduction Yu Cao Haoran Jiang Zhenghong Yu Qi Li Xuyang Li GAN 22 0 0 07 Mar 2023
ELITE: Encoding Visual Concepts into Textual Embeddings for Customized Text-to-Image Generation Yuxiang Wei Yabo Zhang Zhilong Ji Jinfeng Bai Lei Zhang W. Zuo DiffM 28 314 0 27 Feb 2023
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
Multi-Directional Subspace Editing in Style-Space Chen Naveh Yacov Hel-Or CVBM 27 0 0 21 Nov 2022
Face Swapping as A Simple Arithmetic Operation T. Vu K. Do Khang Nguyen Khoat Than PICV CVBM 30 2 0 19 Nov 2022
Assessing Neural Network Robustness via Adversarial Pivotal Tuning Peter Ebert Christensen Vésteinn Snaebjarnarson Andrea Dittadi Serge Belongie Sagie Benaim AAML 23 1 0 17 Nov 2022
Unsupervised Anomaly Appraisal of Cleft Faces Using a StyleGAN2-based Model Adaptation Technique Abdullah Hayajneh M. Shaqfeh E. Serpedin M. Stotland CVBM MedIm 17 8 0 12 Nov 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 37 10 0 17 Sep 2022
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups Sreeraj Ramachandran A. Rattani FaML 28 13 0 17 Aug 2022
A Survey on Leveraging Pre-trained Generative Adversarial Networks for Image Editing and Restoration Ming-Yu Liu Yuxiang Wei Xiaohe Wu Wangmeng Zuo Lei Zhang 35 1 0 21 Jul 2022
Monocular 3D Object Reconstruction with GAN Inversion Junzhe Zhang Daxuan Ren Zhongang Cai C. Yeo Bo Dai Chen Change Loy 24 12 0 20 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
Theoretical Perspectives on Deep Learning Methods in Inverse Problems Jonathan Scarlett Reinhard Heckel M. Rodrigues Paul Hand Yonina C. Eldar AI4CE 27 29 0 29 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 29 50 0 16 Jun 2022
GAN-Based Multi-View Video Coding with Spatio-Temporal EPI Reconstruction Chengdong Lan Hao Yan Cheng Luo Tiesong Zhao 13 1 0 07 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 32 8 0 03 May 2022
High-fidelity GAN Inversion with Padding Space Qingyan Bai Yinghao Xu Jiapeng Zhu Weihao Xia Yujiu Yang Yujun Shen 36 31 0 21 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 32 81 0 28 Feb 2022
Near Perfect GAN Inversion Qianli Feng Viraj Shah Raghudeep Gadde Pietro Perona Aleix M. Martinez GAN 35 18 0 23 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 26 68 0 31 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 36 86 0 20 Jan 2022
InvGAN: Invertible GANs Partha Ghosh Dominik Zietlow Michael J. Black Larry S. Davis Xiaochen Hu DiffM 29 7 0 08 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 49 264 0 30 Nov 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 18 200 0 04 Nov 2021
Image-Based CLIP-Guided Essence Transfer Hila Chefer Sagie Benaim Roni Paiss Lior Wolf CLIP 21 50 0 24 Oct 2021
Controlled GAN-Based Creature Synthesis via a Challenging Game Art Dataset -- Addressing the Noise-Latent Trade-Off Vaibhav Vavilala David A. Forsyth 16 3 0 19 Aug 2021
Improving ClusterGAN Using Self-Augmented Information Maximization of Disentangling Latent Spaces T. Dam S. Anavatti H. Abbass 25 5 0 27 Jul 2021
Selective Pseudo-label Clustering Louis Mahon Thomas Lukasiewicz 39 15 0 22 Jul 2021
StyleFusion: A Generative Model for Disentangling Spatial Segments Omer Kafri Or Patashnik Yuval Alaluf Daniel Cohen-Or 26 37 0 15 Jul 2021
Force-in-domain GAN inversion Guangjie Leng Yekun Zhu Zhi-Qin John Xu GAN 14 0 0 13 Jul 2021
The Effects of Invertibility on the Representational Complexity of Encoders in Variational Autoencoders Divyansh Pareek Andrej Risteski DRL 11 0 0 09 Jul 2021
Pivotal Tuning for Latent-based Editing of Real Images Daniel Roich Ron Mokady Amit H. Bermano Daniel Cohen-Or DiffM 34 522 0 10 Jun 2021
ExSinGAN: Learning an Explainable Generative Model from a Single Image ZiCheng Zhang CongYing Han Tiande Guo GAN 24 21 0 16 May 2021
Directional GAN: A Novel Conditioning Strategy for Generative Networks Shradha Agrawal Shankar Venkitachalam Dhanya Raghu Deepak Pai GAN 13 2 0 12 May 2021
One Shot Face Swapping on Megapixels Yuhao Zhu Qi Li Jian Wang Chengzhong Xu Zhenan Sun PICV CVBM 17 151 0 11 May 2021
Robust Training Using Natural Transformation Shuo Wang Lingjuan Lyu Surya Nepal Carsten Rudolph M. Grobler Kristen Moore AAML OOD 11 2 0 10 May 2021
Unsupervised 3D Shape Completion through GAN Inversion Junzhe Zhang Xinyi Chen Zhongang Cai Liang Pan Haiyu Zhao Shuai Yi C. Yeo Bo Dai Chen Change Loy 3DPC 18 113 0 27 Apr 2021