Closed-Form Factorization of Latent Semantics in GANs

13 July 2020

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

50 / 187 papers shown

Title
Evaluating clinical diversity and plausibility of synthetic capsule endoscopic images Anuja Vats Marius Pedersen A. Mohammed Ø. Hovde MedIm 36 9 0 16 Jan 2023
LinkGAN: Linking GAN Latents to Pixels for Controllable Image Synthesis Jiapeng Zhu Ceyuan Yang Yujun Shen Zifan Shi Bo Dai Deli Zhao Qifeng Chen GAN 16 21 0 11 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 Lin Yang Zhang Shiyu Chang DiffM CoGe 32 98 0 16 Dec 2022
ContraFeat: Contrasting Deep Features for Semantic Discovery Xinqi Zhu Chang Xu Dacheng Tao DRL 36 2 0 14 Dec 2022
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 43 6 0 11 Dec 2022
HumanGen: Generating Human Radiance Fields with Explicit Priors Suyi Jiang Haoran Jiang ZiYun Wang Haimin Luo Wenzheng Chen Lan Xu 3DH 35 34 0 10 Dec 2022
NeRFEditor: Differentiable Style Decomposition for Full 3D Scene Editing Chun-Yu Sun Yanbing Liu Junlin Han Stephen Gould 26 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 39 31 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 31 9 0 05 Dec 2022
Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models Naoki Matsunaga Masato Ishii Akio Hayakawa Kenji Suzuki T. Narihira DiffM 57 13 0 05 Dec 2022
LatentSwap3D: Semantic Edits on 3D Image GANs Enis Simsar A. Tonioni Evin Pınar Örnek F. Tombari 55 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 42 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 45 15 0 30 Nov 2022
Deep Curvilinear Editing: Commutative and Nonlinear Image Manipulation for Pretrained Deep Generative Model Takehiro Aoshima Takashi Matsubara 52 4 0 26 Nov 2022
DynaGAN: Dynamic Few-shot Adaptation of GANs to Multiple Domains S. Kim Kyoungkook Kang Geon-Yeong Kim Seung-Hwan Baek Sunghyun Cho 32 19 0 26 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 32 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 65 403 0 23 Nov 2022
Multi-Directional Subspace Editing in Style-Space Chen Naveh Yacov Hel-Or CVBM 36 0 0 21 Nov 2022
Disentangled Representation Learning Xin Eric Wang Hong Chen Siao Tang Zihao Wu Wenwu Zhu DRL 45 79 0 21 Nov 2022
Delving StyleGAN Inversion for Image Editing: A Foundation Latent Space Viewpoint Hongyu Liu Yibing Song Qifeng Chen DiffM 38 21 0 21 Nov 2022
Single Stage Multi-Pose Virtual Try-On Sen He Yi-Zhe Song Tao Xiang 3DH 26 3 0 19 Nov 2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 33 0 0 17 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 46 1 0 05 Nov 2022
Contrastive Learning for Diverse Disentangled Foreground Generation Yuheng Li Yijun Li Jingwan Lu Eli Shechtman Yong Jae Lee Krishna Kumar Singh 32 7 0 04 Nov 2022
Synthetic Data Supervised Salient Object Detection Zhenyu Wu Lin Wang Wei Wang Tengfei Shi Chenglizhao Chen Aimin Hao Shuo Li 39 22 0 25 Oct 2022
GAN-based Facial Attribute Manipulation Yunfan Liu Qi Li Qiyao Deng Zhen Sun Mingcong Yang CVBM 63 30 0 23 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 1,057 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 39 31 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 44 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 32 2 0 11 Oct 2022
StyleSwap: Style-Based Generator Empowers Robust Face Swapping Zhi-liang Xu Hang Zhou Zhibin Hong Ziwei Liu Jiaming Liu Zhizhi Guo Junyu Han Jingtuo Liu Errui Ding Jingdong Wang CVBM 39 46 0 27 Sep 2022
StyleMask: Disentangling the Style Space of StyleGAN2 for Neural Face Reenactment Stella Bounareli Christos Tzelepis Vasileios Argyriou Ioannis Patras Georgios Tzimiropoulos CVBM 32 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 40 1 0 24 Sep 2022
VToonify: Controllable High-Resolution Portrait Video Style Transfer Shuai Yang Liming Jiang Ziwei Liu Chen Change Loy VGen DiffM 39 35 0 22 Sep 2022
CCR: Facial Image Editing with Continuity, Consistency and Reversibility Nan Yang Xin Luan Huidi Jia Zhi Han Yandong Tang CVBM 34 2 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 Yang Liu CVBM 45 11 0 17 Sep 2022
3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation Junshu Tang Bo Zhang Binxin Yang Ting Zhang Dong Chen Lizhuang Ma Fang Wen 3DH 43 18 0 12 Sep 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 19 9 0 26 Aug 2022
User-Controllable Latent Transformer for StyleGAN Image Layout Editing Yuki Endo 19 40 0 26 Aug 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 23 2 0 03 Aug 2022
3D Cartoon Face Generation with Controllable Expressions from a Single GAN Image Hao Wang Wenhao Shen Guosheng Lin Steven C. H. Hoi Chunyan Miao 3DH CVBM 56 5 0 29 Jul 2022
Contrastive Monotonic Pixel-Level Modulation Kun Lu Rongpeng Li Honggang Zhang 47 3 0 23 Jul 2022
Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods Julian Schon Raghavendra Selvan Jens Petersen MedIm 31 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 33 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 63 8 0 19 Jul 2022
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN Matan Atad V. Dmytrenko Yitong Li Xinyue Zhang Matthias Keicher Jan Kirschke Bene Wiestler Ashkan Khakzar Nassir Navab MedIm 27 22 0 15 Jul 2022
Comparing the latent space of generative models Andrea Asperti Valerio Tonelli DRL 31 13 0 14 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 49 4 0 12 Jul 2022
VecGAN: Image-to-Image Translation with Interpretable Latent Directions Yusuf Dalva Said Fahri Altindis Aysegül Dündar DRL 46 30 0 07 Jul 2022
Detecting and Recovering Sequential DeepFake Manipulation Rui Shao Tianxing Wu Ziwei Liu AAML 22 40 0 05 Jul 2022