GANSpace: Discovering Interpretable GAN Controls

6 April 2020

Papers citing "GANSpace: Discovering Interpretable GAN Controls"

50 / 578 papers shown

Title
Revisiting Latent Space of GAN Inversion for Real Image Editing Kai Katsumata D. Vo Bei Liu Hideki Nakayama 25 3 0 18 Jul 2023
CLIP-Guided StyleGAN Inversion for Text-Driven Real Image Editing A. Baykal Abdul Basit Annes Duygu Ceylan Erkut Erdem Aykut Erdem D. Yurt CLIP 19 15 0 17 Jul 2023
Complexity Matters: Rethinking the Latent Space for Generative Modeling Tianyang Hu Fei Chen Hong Wang Jiawei Li Wenjia Wang Jiacheng Sun Z. Li DiffM 22 8 0 17 Jul 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 15 5 0 16 Jul 2023
Adaptive Nonlinear Latent Transformation for Conditional Face Editing Zhizhong Huang Siteng Ma Junping Zhang Hongming Shan CVBM 18 6 0 15 Jul 2023
Facial Reenactment Through a Personalized Generator Ariel Elazary Yotam Nitzan Daniel Cohen-Or 24 0 0 12 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 26 17 0 11 Jul 2023
PVP: Personalized Video Prior for Editable Dynamic Portraits using StyleGAN Kai-En Lin Alex Trevithick Ke-Li Cheng M. Sarkis Mohsen Ghafoorian N. Bi Gerhard Reitmayr R. Ramamoorthi 3DH VGen 32 1 0 29 Jun 2023
PFB-Diff: Progressive Feature Blending Diffusion for Text-driven Image Editing Wenjing Huang Shikui Tu Lei Xu DiffM 11 16 0 28 Jun 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 28 200 0 26 Jun 2023
WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes Satoshi Tsutsui Winnie Pang B. Wen 24 13 0 23 Jun 2023
Diffusion with Forward Models: Solving Stochastic Inverse Problems Without Direct Supervision A. Tewari Tianwei Yin George Cazenavette Semon Rezchikov J. Tenenbaum F. Durand William T. Freeman Vincent Sitzmann DiffM 36 88 0 20 Jun 2023
CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape Exploration Jingyu Hu Ka-Hei Hui Zhengzhe Liu Haotong Zhang Chi-Wing Fu 11 2 0 14 Jun 2023
Dynamically Masked Discriminator for Generative Adversarial Networks Wentian Zhang Haozhe Liu Bing Li Jinheng Xie Yawen Huang Yuexiang Li Yefeng Zheng Bernard Ghanem TTA 33 2 0 13 Jun 2023
AniFaceDrawing: Anime Portrait Exploration during Your Sketching Zhengyu Huang Haoran Xie Tsukasa Fukusato Kazunori Miyata CVBM 10 15 0 13 Jun 2023
Improving Tuning-Free Real Image Editing with Proximal Guidance Ligong Han Song Wen Qi Chen Zhixing Zhang Kunpeng Song ... Qilong Zhangli Jindong Jiang Zhaoyang Xia Akash Srivastava Dimitris N. Metaxas DiffM 22 56 0 08 Jun 2023
Unsupervised Compositional Concepts Discovery with Text-to-Image Generative Models Nan Liu Yilun Du Shuang Li J. Tenenbaum Antonio Torralba DiffM CoGe 6 24 0 08 Jun 2023
MyStyle++: A Controllable Personalized Generative Prior Libing Zeng Lele Chen Yinghao Xu N. Kalantari 24 4 0 08 Jun 2023
On the Joint Interaction of Models, Data, and Features Yiding Jiang Christina Baek J. Zico Kolter FedML 12 4 0 07 Jun 2023
GP-UNIT: Generative Prior for Versatile Unsupervised Image-to-Image Translation Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy 16 12 0 07 Jun 2023
Improving Diffusion-based Image Translation using Asymmetric Gradient Guidance Gihyun Kwon Jong Chul Ye DiffM 18 2 0 07 Jun 2023
FaceDNeRF: Semantics-Driven Face Reconstruction, Prompt Editing and Relighting with Diffusion Models Hao Zhang Yanbo Xu Tianyuan Dai Yu-Wing Tai Chi-Keung Tang DiffM 6 5 0 01 Jun 2023
We never go out of Style: Motion Disentanglement by Subspace Decomposition of Latent Space Rishubh Parihar Raghav Magazine P. Tiwari R. Venkatesh Babu DRL 39 1 0 01 Jun 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 11 0 0 31 May 2023
LayerDiffusion: Layered Controlled Image Editing with Diffusion Models Pengzhi Li Qinxuan Huang Yikang Ding Zhiheng Li DiffM 25 35 0 30 May 2023
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human Takato Yoshikawa Yuki Endo Yoshihiro Kanamori 36 1 0 26 May 2023
Exploring Semantic Variations in GAN Latent Spaces via Matrix Factorization Andrey Palaev R. Lukmanov Adil Mehmood Khan 12 0 0 23 May 2023
Parts of Speech-Grounded Subspaces in Vision-Language Models James Oldfield Christos Tzelepis Yannis Panagakis M. Nicolaou Ioannis Patras 19 9 0 23 May 2023
ReDirTrans: Latent-to-Latent Translation for Gaze and Head Redirection Shiwei Jin Zhen Wang Lei Wang N. Bi Truong Thao Nguyen CVBM 23 6 0 19 May 2023
Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold Xingang Pan A. Tewari Thomas Leimkuhler Lingjie Liu Abhimitra Meka Christian Theobalt DiffM 49 233 0 18 May 2023
Meta-Auxiliary Network for 3D GAN Inversion Bangrui Jiang Zhenhua Guo Yujiu Yang 15 3 0 18 May 2023
FitMe: Deep Photorealistic 3D Morphable Model Avatars Alexandros Lattas Stylianos Moschoglou Stylianos Ploumpis Baris Gecer Jiankang Deng S. Zafeiriou DiffM 8 35 0 16 May 2023
Urban-StyleGAN: Learning to Generate and Manipulate Images of Urban Scenes George Eskandar Youssef Farag Tarun Yenamandra Daniel Cremers Karim Guirguis B. Yang GAN 19 2 0 16 May 2023
WeditGAN: Few-Shot Image Generation via Latent Space Relocation Yuxuan Duan Li Niu Y. Hong Liqing Zhang 46 11 0 11 May 2023
LLM2Loss: Leveraging Language Models for Explainable Model Diagnostics Shervin Ardeshir 14 0 0 04 May 2023
Generalizing Dataset Distillation via Deep Generative Prior George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu DD 91 84 0 02 May 2023
StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video Lizhen Wang Xiaochen Zhao Jingxiang Sun Yuxiang Zhang Hongwen Zhang Tao Yu Yebin Liu 3DH 37 37 0 01 May 2023
StyleLipSync: Style-based Personalized Lip-sync Video Generation Taekyung Ki Dong Min 32 11 0 30 Apr 2023
Make It So: Steering StyleGAN for Any Image Inversion and Editing Anand Bhattad Viraj Shah Derek Hoiem David A. Forsyth DiffM 27 9 0 27 Apr 2023
Ray Conditioning: Trading Photo-consistency for Photo-realism in Multi-view Image Generation Eric Chen Sidhanth Holalkere Ruyu Yan Kai Zhang Abe Davis 14 5 0 26 Apr 2023
Latent Traversals in Generative Models as Potential Flows Yue Song Andy Keller N. Sebe Max Welling DRL 23 10 0 25 Apr 2023
Text-guided Eyeglasses Manipulation with Spatial Constraints Jiacheng Wang Ping Liu Jingen Liu Wei-ping Xu DiffM 16 6 0 25 Apr 2023
Exploring Compositional Visual Generation with Latent Classifier Guidance Changhao Shi Haomiao Ni Kaican Li Shaobo Han Mingfu Liang Martin Renqiang Min DiffM 29 9 0 25 Apr 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Lei Bai Yu Qiao Xihui Liu DiffM 16 15 0 24 Apr 2023
PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image Jianhui Li Jian-min Li Hao Zhang Siyi Liu Zhengyi Wang Zihao Xiao Kaiwen Zheng Jun Zhu 22 11 0 20 Apr 2023
HyperStyle3D: Text-Guided 3D Portrait Stylization via Hypernetworks Zhuo Chen Xudong Xu Yichao Yan Ye Pan Wenhan Zhu Wayne Wu Bo Dai Xiaokang Yang 3DH 19 8 0 19 Apr 2023
Attributing Image Generative Models using Latent Fingerprints Guangyu Nie Changhoon Kim Yezhou Yang Yi Ren WIGM DiffM 35 14 0 17 Apr 2023
Identity Encoder for Personalized Diffusion Yu-Chuan Su Kelvin C. K. Chan Yandong Li Yang Zhao Han-Ying Zhang Boqing Gong H. Wang Xuhui Jia DiffM 23 7 0 14 Apr 2023
A Comparative Study on Generative Models for High Resolution Solar Observation Imaging Mehdi Cherti Alexander Czernik Stefan Kesselheim F. Effenberger J. Jitsev DiffM 19 0 0 14 Apr 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 28 29 0 13 Apr 2023