Closed-Form Factorization of Latent Semantics in GANs

13 July 2020

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

50 / 110 papers shown

Title
Image Interpolation with Score-based Riemannian Metrics of Diffusion Models Shinnosuke Saito Takashi Matsubara DiffM 82 1 0 28 Apr 2025
Unsupervised Representation Learning from Sparse Transformation Analysis Yue Song Thomas Anderson Keller Yisong Yue Pietro Perona Max Welling DRL 29 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 30 0 0 07 Oct 2024
User-Driven Voice Generation and Editing through Latent Space Navigation Yusheng Tian Junbin Liu Tan Lee DiffM 33 2 0 30 Aug 2024
Concept Lens: Visually Analyzing the Consistency of Semantic Manipulation in GANs S. Jeong Mingwei Li Matthew Berger Shusen Liu 38 0 0 28 Jun 2024
RoNet: Rotation-oriented Continuous Image Translation Yi Li Xinxiong Xie Lina Lei Haiyan Fu Yanqing Guo 3DH 31 0 0 06 Apr 2024
Uncovering the Text Embedding in Text-to-Image Diffusion Models Huikang Yu Hao Luo Fan Wang Feng Zhao 29 10 0 01 Apr 2024
Editable Stain Transformation Of Histological Images Using Unpaired GANs Tibor Sloboda L. Hudec Wanda Benesova MedIm 16 2 0 06 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 24 5 0 30 Nov 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 16 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 28 4 0 19 Sep 2023
Masked-Attention Diffusion Guidance for Spatially Controlling Text-to-Image Generation Yuki Endo 25 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 30 60 0 24 Jul 2023
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation Letian Peng Yuwei Zhang Jingbo Shang LRM 16 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 26 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 11 0 0 31 May 2023
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human Takato Yoshikawa Yuki Endo Yoshihiro Kanamori 36 1 0 26 May 2023
JoIN: Joint GANs Inversion for Intrinsic Image Decomposition Viraj Shah Svetlana Lazebnik Julien Philip GAN 28 2 0 18 May 2023
Meta-Auxiliary Network for 3D GAN Inversion Bangrui Jiang Zhenhua Guo Yujiu Yang 15 3 0 18 May 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
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
NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs Harsh Rangwani Lavish Bansal Kartik Sharma Tejan Karmali Varun Jampani R. Venkatesh Babu 11 13 0 12 Apr 2023
VIVE3D: Viewpoint-Independent Video Editing using 3D-Aware GANs Anna Frühstück N. Sarafianos Yuanlu Xu Peter Wonka Tony Tung 43 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 21 6 0 24 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 15 39 0 20 Mar 2023
StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy CVBM 32 24 0 10 Mar 2023
Gradient Adjusting Networks for Domain Inversion Erez Sheffi Michael Rotman Lior Wolf 16 0 0 22 Feb 2023
3D-aware Conditional Image Synthesis Kangle Deng Gengshan Yang Deva Ramanan Junchen Zhu 21 29 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 17 9 0 01 Feb 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 17 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 32 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 19 6 0 22 Jan 2023
DIFAI: Diverse Facial Inpainting using StyleGAN Inversion Dongsik Yoon Jeong-gi Kwak Yuanming Li D. Han Hanseok Ko CVBM 8 2 0 20 Jan 2023
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images Anuja Vats Marius Pedersen A. Mohammed Ø. Hovde MedIm 13 9 0 16 Jan 2023
Uncovering the Disentanglement Capability in Text-to-Image Diffusion Models Qiucheng Wu Yujian Liu Handong Zhao Ajinkya Kale T. Bui Tong Yu Zhe-nan Lin Yang Zhang Shiyu Chang DiffM CoGe 14 96 0 16 Dec 2022
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 19 6 0 11 Dec 2022
NeRFEditor: Differentiable Style Decomposition for Full 3D Scene Editing Chun-Yu Sun Yanbing Liu Junlin Han Stephen Gould 10 7 0 07 Dec 2022
Diffusion Video Autoencoders: Toward Temporally Consistent Face Video Editing via Disentangled Video Encoding Gyeongman Kim Hajin Shim Hyunsung Kim Yunjey Choi Junho Kim Eunho Yang DiffM VGen 26 30 0 06 Dec 2022
This changes to that : Combining causal and non-causal explanations to generate disease progression in capsule endoscopy Anuja Vats A. Mohammed Marius Pedersen Nirmalie Wiratunga MedIm 15 9 0 05 Dec 2022
LatentSwap3D: Semantic Edits on 3D Image GANs Enis Simsar A. Tonioni Evin Pınar Örnek F. Tombari 22 8 0 02 Dec 2022
QC-StyleGAN -- Quality Controllable Image Generation and Manipulation D. Nguyen Phong Tran The Tan M. Dinh Cuong Pham Anh Tran 18 1 0 02 Dec 2022
Dr.3D: Adapting 3D GANs to Artistic Drawings Wonjoon Jin Nuri Ryu Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 3DH 23 15 0 30 Nov 2022
CGOF++: Controllable 3D Face Synthesis with Conditional Generative Occupancy Fields Keqiang Sun Shangzhe Wu Ning Zhang Zhaoyang Huang Quan Wang Hongsheng Li CVBM 16 52 0 23 Nov 2022
Paint by Example: Exemplar-based Image Editing with Diffusion Models Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 31 401 0 23 Nov 2022
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 19 77 0 21 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 27 1 0 05 Nov 2022
Synthetic Data Supervised Salient Object Detection Zhenyu Wu Lin Wang W. Wang Tengfei Shi Chenglizhao Chen Aimin Hao Shuo Li 21 22 0 25 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 18 30 0 14 Oct 2022
What's in a Decade? Transforming Faces Through Time Eric Chen Jin Sun Apoorv Khandelwal Dani Lischinski Noah Snavely Hadar Averbuch-Elor 28 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 16 2 0 11 Oct 2022