Closed-Form Factorization of Latent Semantics in GANs

13 July 2020

Papers citing "Closed-Form Factorization of Latent Semantics in GANs"

50 / 186 papers shown

Title
My Emotion on your face: The use of Facial Keypoint Detection to preserve Emotions in Latent Space Editing Jingrui He Andrew Stephen McGough CVBM GAN 67 0 0 09 May 2025
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models Shinnosuke Saito Takashi Matsubara DiffM 82 1 0 28 Apr 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 66 0 0 30 Mar 2025
Unsupervised Representation Learning from Sparse Transformation Analysis Yue Song Thomas Anderson Keller Yisong Yue Pietro Perona Max Welling DRL 41 0 0 07 Oct 2024
Revealing Directions for Text-guided 3D Face Editing Zhuo Chen Yichao Yan Sehngqi Liu Yuhao Cheng Weiming Zhao Lincheng Li Mengxiao Bi Xiaokang Yang DiffM 42 0 0 07 Oct 2024
User-Driven Voice Generation and Editing through Latent Space Navigation Yusheng Tian Junbin Liu Tan Lee DiffM 48 2 0 30 Aug 2024
Concept Lens: Visually Analyzing the Consistency of Semantic Manipulation in GANs S. Jeong Mingwei Li Matthew Berger Shusen Liu 54 0 0 28 Jun 2024
RoNet: Rotation-oriented Continuous Image Translation Yi Li Xinxiong Xie Lina Lei Haiyan Fu Yanqing Guo 3DH 49 0 0 06 Apr 2024
Uncovering the Text Embedding in Text-to-Image Diffusion Models Huikang Yu Hao Luo Fan Wang Feng Zhao 44 10 0 01 Apr 2024
UniHDA: A Unified and Versatile Framework for Multi-Modal Hybrid Domain Adaptation Hengjia Li Yang Liu Yuqi Lin Zhanwei Zhang Yibo Zhao ... Tu Zheng Zheng Yang Yuchun Jiang Boxi Wu Deng Cai DiffM 41 0 0 23 Jan 2024
StyleSinger: Style Transfer for Out-of-Domain Singing Voice Synthesis Yu Zhang Rongjie Huang Ruiqi Li Jinzheng He Yan Xia Feiyang Chen Xinyu Duan Baoxing Huai Zhou Zhao VLM 31 18 0 17 Dec 2023
Editable Stain Transformation Of Histological Images Using Unpaired GANs Tibor Sloboda L. Hudec Wanda Benesova MedIm 23 2 0 06 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong Liu 44 5 0 30 Nov 2023
Three-dimensional Bone Image Synthesis with Generative Adversarial Networks Christoph Angermann Johannes Bereiter-Payr Kerstin Stock Markus Haltmeier Gerald Degenhart MedIm 35 1 0 26 Oct 2023
Locality-preserving Directions for Interpreting the Latent Space of Satellite Image GANs Georgia Kourmouli Nikos Kostagiolas Yannis Panagakis M. Nicolaou GAN 30 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 29 3 0 25 Sep 2023
SideGAN: 3D-Aware Generative Model for Improved Side-View Image Synthesis Kyungmin Jo Wonjoon Jin Jaegul Choo Hyunjoon Lee Sunghyun Cho GAN 3DH 43 4 0 19 Sep 2023
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 43 8 0 11 Aug 2023
Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry Yong-Hyun Park Mingi Kwon J. Choi Junghyo Jo Youngjung Uh DiffM 45 62 0 24 Jul 2023
Householder Projector for Unsupervised Latent Semantics Discovery Yue Song Jichao Zhang N. Sebe Wei Wang 33 5 0 16 Jul 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 34 7 0 14 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 39 17 0 11 Jul 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 34 0 0 31 May 2023
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human Takato Yoshikawa Yuki Endo Yoshihiro Kanamori 51 1 0 26 May 2023
Parts of Speech-Grounded Subspaces in Vision-Language Models James Oldfield Christos Tzelepis Yannis Panagakis M. Nicolaou Ioannis Patras 31 9 0 23 May 2023
JoIN: Joint GANs Inversion for Intrinsic Image Decomposition Viraj Shah Svetlana Lazebnik Julien Philip GAN 46 2 0 18 May 2023
Meta-Auxiliary Network for 3D GAN Inversion Bangrui Jiang Zhenhua Guo Yujiu Yang 29 3 0 18 May 2023
StyleLipSync: Style-based Personalized Lip-sync Video Generation Taekyung Ki Dong Min 45 11 0 30 Apr 2023
Hierarchical Diffusion Autoencoders and Disentangled Image Manipulation Zeyu Lu Chengyue Wu Xinyuan Chen Yaohui Wang Junlin Wu Yu Qiao Xihui Liu DiffM 34 16 0 24 Apr 2023
Control3Diff: Learning Controllable 3D Diffusion Models from Single-view Images Jiatao Gu Qingzhe Gao Shuangfei Zhai Baoquan Chen Lingjie Liu J. Susskind 46 29 0 13 Apr 2023
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs Harsh Rangwani Lavish Bansal Kartik Sharma Tejan Karmali Varun Jampani R. Venkatesh Babu 31 13 0 12 Apr 2023
Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks Lorenz Linhardt Klaus-Robert Muller G. Montavon AAML 34 7 0 12 Apr 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 58 20 0 28 Mar 2023
AgileGAN3D: Few-Shot 3D Portrait Stylization by Augmented Transfer Learning Guoxian Song Hongyi Xu Jing Liu Tiancheng Zhi Yichun Shi Jianfeng Zhang Zihang Jiang Jiashi Feng S. Sang Linjie Luo 3DH 39 6 0 24 Mar 2023
Fix the Noise: Disentangling Source Feature for Controllable Domain Translation Dongyeun Lee Jae Young Lee Doyeon Kim Jaehyun Choi Jaejun Yoo Junmo Kim 40 5 0 21 Mar 2023
Discovering Interpretable Directions in the Semantic Latent Space of Diffusion Models René Haas Inbar Huberman-Spiegelglas Rotem Mulayoff Stella Graßhof Sami S. Brandt T. Michaeli DiffM 40 40 0 20 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 31 5 0 19 Mar 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy CVBM 47 24 0 10 Mar 2023
Feature Unlearning for Pre-trained GANs and VAEs Saemi Moon Seunghyuk Cho Dongwoo Kim SSL GAN MU 41 13 0 10 Mar 2023
Unsupervised Discovery of Semantic Latent Directions in Diffusion Models Yong-Hyun Park Mingi Kwon Junghyo Jo Youngjung Uh DiffM 46 22 0 24 Feb 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 34 0 0 22 Feb 2023
Attribute-Specific Manipulation Based on Layer-Wise Channels Yuanjie Yan Jian Zhao S. Furao 32 0 0 18 Feb 2023
3D-aware Conditional Image Synthesis Kangle Deng Gengshan Yang Deva Ramanan Sitong Su 33 30 0 16 Feb 2023
Stable Attribute Group Editing for Reliable Few-shot Image Generation Guanqi Ding Xinzhe Han Shuhui Wang Xin Jin Dandan Tu Qingming Huang 34 9 0 01 Feb 2023
GANravel: User-Driven Direction Disentanglement in Generative Adversarial Networks Noyan Evirgen Xiang Chen 35 12 0 31 Jan 2023
What Decreases Editing Capability? Domain-Specific Hybrid Refinement for Improved GAN Inversion Pu Cao Lu Yang Dongxu Liu Zhiwei Liu Shan Li Q. Song 32 6 0 28 Jan 2023
Towards Arbitrary Text-driven Image Manipulation via Space Alignment Yun-Hao Bai Zi-Qi Zhong Chao Dong Weichen Zhang Guowei Xu Chun Yuan 40 0 0 25 Jan 2023
BallGAN: 3D-aware Image Synthesis with a Spherical Background Minjung Shin Yunji Seo Jeongmin Bae Young Sun Choi Hyunsung Kim H. Byun Youngjung Uh 3DH 39 6 0 22 Jan 2023
DIFAI: Diverse Facial Inpainting using StyleGAN Inversion Dongsik Yoon Jeong-gi Kwak Yuanming Li D. Han Hanseok Ko CVBM 22 2 0 20 Jan 2023
Modeling Uncertain Feature Representation for Domain Generalization Xiaotong Li Zixuan Hu Jun Liu Yixiao Ge Yongxing Dai Ling-Yu Duan OOD 34 3 0 16 Jan 2023