GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

50 / 578 papers shown

Title
DiffEdit: Diffusion-based semantic image editing with mask guidance Guillaume Couairon Jakob Verbeek Holger Schwenk Matthieu Cord DiffM 60 482 0 20 Oct 2022
Diffusion Models already have a Semantic Latent Space Mingi Kwon Jaeseok Jeong Youngjung Uh 18 247 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 1,048 0 17 Oct 2022
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks Aibek Alanov Vadim Titov Dmitry Vetrov GAN OOD 26 26 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 21 30 0 14 Oct 2022
3D GAN Inversion with Pose Optimization Jaehoon Ko Kyusun Cho Daewon Choi Kwang-seok Ryoo Seung Wook Kim 23 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 31 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
Content-Based Search for Deep Generative Models Daohan Lu Sheng-Yu Wang Nupur Kumari Rohan Agarwal Mia Tang David Bau Jun-Yan Zhu DiffM SyDa 30 5 0 06 Oct 2022
XDGAN: Multi-Modal 3D Shape Generation in 2D Space Hassan Abu Alhaija Alara Dirik André Knorig Sanja Fidler Maria Shugrina 3DV 23 7 0 06 Oct 2022
Compressed Vision for Efficient Video Understanding Olivia Wiles João Carreira Iain Barr Andrew Zisserman Mateusz Malinowski 9 7 0 06 Oct 2022
UnGANable: Defending Against GAN-based Face Manipulation Zheng Li Ning Yu A. Salem Michael Backes Mario Fritz Yang Zhang AAML PICV CVBM 40 22 0 03 Oct 2022
StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 19 17 0 27 Sep 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
VToonify: Controllable High-Resolution Portrait Video Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy VGen DiffM 14 34 0 22 Sep 2022
Continuously Controllable Facial Expression Editing in Talking Face Videos Zhiyao Sun Yu-Hui Wen Tian Lv Y. Sun Ziyang Zhang Yaoyuan Wang Y. Liu CVBM 32 10 0 17 Sep 2022
Generative Visual Prompt: Unifying Distributional Control of Pre-Trained Generative Models Chen Henry Wu Saman Motamed Shaunak Srivastava Fernando De la Torre VLM DiffM 6 34 0 14 Sep 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 26 18 0 12 Sep 2022
Talking Head from Speech Audio using a Pre-trained Image Generator M. M. Alghamdi He-Nan Wang A. Bulpitt David C. Hogg 70 21 0 09 Sep 2022
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 32 34 0 06 Sep 2022
Exploring Gradient-based Multi-directional Controls in GANs Zikun Chen R. Jiang Brendan Duke Han Zhao P. Aarabi 13 10 0 01 Sep 2022
Selective manipulation of disentangled representations for privacy-aware facial image processing Sander De Coninck Wei-Cheng Wang Sam Leroux Pieter Simoens PICV 18 2 0 26 Aug 2022
Training and Tuning Generative Neural Radiance Fields for Attribute-Conditional 3D-Aware Face Generation Jichao Zhang Aliaksandr Siarohin Yahui Liu Hao Tang N. Sebe Wei Wang CVBM 3DH AI4CE 13 9 0 26 Aug 2022
User-Controllable Latent Transformer for StyleGAN Image Layout Editing Yuki Endo 6 40 0 26 Aug 2022
3D-FM GAN: Towards 3D-Controllable Face Manipulation Yuchen Liu Zhixin Shu Yijun Li Zhe-nan Lin Richard Y. Zhang S. Kung CVBM 27 28 0 24 Aug 2022
StyleTalker: One-shot Style-based Audio-driven Talking Head Video Generation Dong Min Min-Hwan Song Eunji Ko S. Hwang VGen 20 12 0 23 Aug 2022
Mind the Gap in Distilling StyleGANs Guodong Xu Yuenan Hou Ziwei Liu Chen Change Loy GAN 25 13 0 18 Aug 2022
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups Sreeraj Ramachandran A. Rattani FaML 23 13 0 17 Aug 2022
Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing Jaskirat Singh Liang Zheng Cameron Smith J. Echevarria DiffM 15 10 0 17 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 34 20 0 16 Aug 2022
Interpretable Disentangled Parametrization of Measured BRDF with $β$ -VAE A. Benamira Sachin Shah S. Pattanaik 8 3 0 08 Aug 2022
Hierarchical Semantic Regularization of Latent Spaces in StyleGANs Tejan Karmali Rishubh Parihar Susmit Agrawal Harsh Rangwani Varun Jampani M. Singh R. Venkatesh Babu 19 11 0 07 Aug 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 16 2 0 03 Aug 2022
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing Guangcong Wang Yinuo Yang Chen Change Loy Ziwei Liu 3DV 12 44 0 29 Jul 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 33 4 0 29 Jul 2022
Rewriting Geometric Rules of a GAN Sheng-Yu Wang David Bau Jun-Yan Zhu 25 35 0 28 Jul 2022
Generator Knows What Discriminator Should Learn in Unconditional GANs Gayoung Lee Hyunsung Kim Jae Hyun Kim Seonghyeon Kim Jung-Woo Ha Yunjey Choi 27 13 0 27 Jul 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 25 1 0 21 Jul 2022
Injecting 3D Perception of Controllable NeRF-GAN into StyleGAN for Editable Portrait Image Synthesis Jeong-gi Kwak Yuanming Li Dongsik Yoon Donghyeon Kim D. Han Hanseok Ko 17 25 0 21 Jul 2022
2D GANs Meet Unsupervised Single-view 3D Reconstruction Feng Liu Xiaoming Liu 3DV 20 16 0 20 Jul 2022
Semantic uncertainty intervals for disentangled latent spaces S. Sankaranarayanan Anastasios Nikolas Angelopoulos Stephen Bates Yaniv Romano Phillip Isola UQCV 21 21 0 20 Jul 2022
Everything is There in Latent Space: Attribute Editing and Attribute Style Manipulation by StyleGAN Latent Space Exploration Rishubh Parihar Ankit Dhiman Tejan Karmali R. Venkatesh Babu 26 22 0 20 Jul 2022
Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods Julian Schon Raghavendra Selvan Jens Petersen MedIm 16 4 0 20 Jul 2022
Controllable Data Generation by Deep Learning: A Review Shiyu Wang Yuanqi Du Xiaojie Guo Bo Pan Zhaohui Qin Liang Zhao 29 28 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 51 8 0 19 Jul 2022
GANzilla: User-Driven Direction Discovery in Generative Adversarial Networks Noyan Evirgen Xiang Ánthony' Chen 11 21 0 17 Jul 2022
Outcome-Guided Counterfactuals for Reinforcement Learning Agents from a Jointly Trained Generative Latent Space Eric Yeh Pedro Sequeira Jesse Hostetler Melinda Gervasio OOD CML BDL OffRL 17 2 0 15 Jul 2022
Continuous Facial Motion Deblurring Tae Bok Lee Sujy Han Y. S. Heo 20 1 0 14 Jul 2022
Supervised Attribute Information Removal and Reconstruction for Image Manipulation Nannan Li Bryan A. Plummer 18 2 0 13 Jul 2022
SD-GAN: Semantic Decomposition for Face Image Synthesis with Discrete Attribute Kangneng Zhou Xiaobin Zhu Daiheng Gao Kai Lee Xinjie Li Xu-Cheng Yin CVBM 36 4 0 12 Jul 2022