Unsupervised Discovery of Interpretable Directions in the GAN Latent Space

10 February 2020

Papers citing "Unsupervised Discovery of Interpretable Directions in the GAN Latent Space"

50 / 285 papers shown

Title
Controlling the Output of a Generative Model by Latent Feature Vector Shifting Róbert Belanec Peter Lacko Kristína Malinovská 14 1 0 15 Nov 2023
Unsupervised Discovery of Interpretable Directions in h-space of Pre-trained Diffusion Models Zijian Zhang Luping Liu Zhijie Lin Yichen Zhu Zhou Zhao DiffM 37 4 0 15 Oct 2023
AI-based association analysis for medical imaging using latent-space geometric confounder correction Xianjing Liu Bo-wen Li Meike W. Vernooij E. Wolvius Gennady V. Roshchupkin Esther E. Bron MedIm 29 0 0 03 Oct 2023
Robust Sequential DeepFake Detection R. Shao Tianxing Wu Ziwei Liu ViT AAML 35 7 0 26 Sep 2023
Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs Georgia Kourmouli Nikos Kostagiolas Yannis Panagakis M. Nicolaou GAN 17 1 0 26 Sep 2023
Identity-preserving Editing of Multiple Facial Attributes by Learning Global Edit Directions and Local Adjustments Najmeh Mohammadbagheri Fardin Ayar A. Nickabadi R. Safabakhsh CVBM GAN 24 3 0 25 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
Flow Factorized Representation Learning Yue Song Thomas Anderson Keller N. Sebe Max Welling DRL OOD 26 3 0 22 Sep 2023
SEMPART: Self-supervised Multi-resolution Partitioning of Image Semantics Sriram Ravindran Debraj Basu 29 2 0 20 Sep 2023
Cartoondiff: Training-free Cartoon Image Generation with Diffusion Transformer Models Feihong He Gang Li Lingyu Si Leilei Yan Shimeng Hou Hongwei Dong Fanzhang Li DiffM 36 5 0 15 Sep 2023
Unsupervised evaluation of GAN sample quality: Introducing the TTJac Score Egor Sevriugov Ivan V. Oseledets EGVM 25 0 0 31 Aug 2023
Robust GAN inversion Egor Sevriugov Ivan V. Oseledets 29 0 0 31 Aug 2023
Example-Based Framework for Perceptually Guided Audio Texture Generation Purnima Kamath Chitralekha Gupta L. Wyse Suranga Nanayakkara 18 4 0 23 Aug 2023
Generative Adversarial Networks Unlearning Hui Sun Tianqing Zhu Wenhan Chang Wanlei Zhou MU GAN 21 6 0 19 Aug 2023
Smoothness Similarity Regularization for Few-Shot GAN Adaptation V. Sushko Ruyu Wang Juergen Gall 28 2 0 18 Aug 2023
Physical Adversarial Attacks For Camera-based Smart Systems: Current Trends, Categorization, Applications, Research Challenges, and Future Outlook Amira Guesmi Muhammad Abdullah Hanif B. Ouni Muhammed Shafique AAML 23 21 0 11 Aug 2023
RIGID: Recurrent GAN Inversion and Editing of Real Face Videos Yangyang Xu Shengfeng He Kwan-Yee K. Wong Ping Luo 32 9 0 11 Aug 2023
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 30 8 0 11 Aug 2023
StylePrompter: All Styles Need Is Attention Chenyi Zhuang Pan Gao A. Smolic 32 1 0 30 Jul 2023
Diverse Inpainting and Editing with GAN Inversion Ahmet Burak Yildirim Hamza Pehlivan Bahri Batuhan Bilecen Aysegül Dündar DiffM 20 28 0 27 Jul 2023
HyperReenact: One-Shot Reenactment via Jointly Learning to Refine and Retarget Faces Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 31 35 0 20 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 21 15 0 17 Jul 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 20 5 0 16 Jul 2023
Adaptive Nonlinear Latent Transformation for Conditional Face Editing Zhizhong Huang Siteng Ma Junping Zhang Hongming Shan CVBM 21 6 0 15 Jul 2023
Facial Reenactment Through a Personalized Generator Ariel Elazary Yotam Nitzan Daniel Cohen-Or 32 0 0 12 Jul 2023
Weakly-supervised Contrastive Learning for Unsupervised Object Discovery Yun-Qiu Lv Jing Zhang Nick Barnes Yuchao Dai 26 11 0 07 Jul 2023
Domain-Scalable Unpaired Image Translation via Latent Space Anchoring Siyu Huang Jie An D. Wei Zudi Lin Jiebo Luo Hanspeter Pfister 39 2 0 26 Jun 2023
Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces Fahad Shamshad K. Srivatsan Karthik Nandakumar AAML CVBM 24 6 0 22 Jun 2023
CLIPXPlore: Coupled CLIP and Shape Spaces for 3D Shape Exploration Jingyu Hu Ka-Hei Hui Zhengzhe Liu Haotong Zhang Chi-Wing Fu 18 2 0 14 Jun 2023
StyleGAN knows Normal, Depth, Albedo, and More Anand Bhattad Daniel McKee Derek Hoiem David A. Forsyth GAN 25 34 0 01 Jun 2023
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human Takato Yoshikawa Yuki Endo Yoshihiro Kanamori 44 1 0 26 May 2023
ChatFace: Chat-Guided Real Face Editing via Diffusion Latent Space Manipulation Dongxu Yue Qin Guo Munan Ning Jiaxi Cui Yuesheng Zhu Liuliang Yuan DiffM 29 11 0 24 May 2023
Meta-Auxiliary Network for 3D GAN Inversion Bangrui Jiang Zhenhua Guo Yujiu Yang 24 3 0 18 May 2023
StyleGenes: Discrete and Efficient Latent Distributions for GANs Evangelos Ntavelis Mohamad Shahbazi I. Kastanis Radu Timofte Martin Danelljan Luc Van Gool 43 1 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 32 9 0 27 Apr 2023
Latent Traversals in Generative Models as Potential Flows Yue Song Andy Keller N. Sebe Max Welling DRL 28 10 0 25 Apr 2023
NaviNeRF: NeRF-based 3D Representation Disentanglement by Latent Semantic Navigation Baao Xie Bo Li Zequn Zhang Junting Dong Xin Jin Jingyu Yang Wenjun Zeng 24 9 0 22 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 29 8 0 19 Apr 2023
3D GANs and Latent Space: A comprehensive survey S. Tata Subhankar Mishra 29 0 0 08 Apr 2023
That's What I Said: Fully-Controllable Talking Face Generation Youngjoon Jang Kyeongha Rho Jong-Bin Woo Hyeongkeun Lee Jihwan Park Youshin Lim Byeong-Yeol Kim Joon Son Chung CVBM 19 9 0 06 Apr 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 50 20 0 28 Mar 2023
Spatial Latent Representations in Generative Adversarial Networks for Image Generation Maciej Sypetkowski GAN 26 1 0 25 Mar 2023
Cross-GAN Auditing: Unsupervised Identification of Attribute Level Similarities and Differences between Pretrained Generative Models Matthew Lyle Olson Shusen Liu Rushil Anirudh Jayaraman J. Thiagarajan P. Bremer Weng-Keen Wong 25 5 0 19 Mar 2023
Knowledge-integrated AutoEncoder Model Teddy Lazebnik Liron Simon Keren 38 5 0 12 Mar 2023
Feature Unlearning for Pre-trained GANs and VAEs Saemi Moon Seunghyuk Cho Dongwoo Kim SSL GAN MU 26 13 0 10 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 14 0 0 07 Mar 2023
MotionVideoGAN: A Novel Video Generator Based on the Motion Space Learned from Image Pairs Jin Zhu Huimin Ma Jiansheng Chen Jian Yuan VGen 28 4 0 06 Mar 2023
AdvART: Adversarial Art for Camouflaged Object Detection Attacks Amira Guesmi Ioan Marius Bilasco Muhammad Shafique Ihsen Alouani GAN AAML 34 20 0 03 Mar 2023
Learning Input-agnostic Manipulation Directions in StyleGAN with Text Guidance Yoonjeon Kim Hyunsung Kim Junho Kim Yunjey Choi Eunho Yang 39 1 0 26 Feb 2023
3D Generative Model Latent Disentanglement via Local Eigenprojection Simone Foti Bongjin Koo Danail Stoyanov Matthew J. Clarkson 41 6 0 24 Feb 2023