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
NARRATE: A Normal Assisted Free-View Portrait Stylizer Youjia Wang Teng Xu Yiwen Wu Minzhang Li Wenzheng Chen Lan Xu Jingyi Yu DiffM 3DH 41 4 0 03 Jul 2022
Video2StyleGAN: Encoding Video in Latent Space for Manipulation Ji-yang Yu Jingen Liu Jing-ling Huang Wei Zhang Tao Mei CVBM 37 0 0 27 Jun 2022
Temporally Consistent Semantic Video Editing Yiran Xu Badour Albahar Jia-Bin Huang 44 28 0 21 Jun 2022
Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing Gaurav Parmar Yijun Li Jingwan Lu Richard Y. Zhang Jun-Yan Zhu Krishna Kumar Singh DiffM 37 50 0 16 Jun 2022
Deep Learning and Synthetic Media Raphaël Millière 26 18 0 11 May 2022
BlobGAN: Spatially Disentangled Scene Representations Dave Epstein Taesung Park Richard Y. Zhang Eli Shechtman Alexei A. Efros GAN SSL OCL 42 42 0 05 May 2022
Fix the Noise: Disentangling Source Feature for Transfer Learning of StyleGAN Dong-Yeon Lee Jae Young Lee Doyeon Kim Jaehyun Choi Junmo Kim 38 2 0 29 Apr 2022
Optimized latent-code selection for explainable conditional text-to-image GANs Zhenxing Zhang Lambert Schomaker 39 4 0 27 Apr 2022
Expanding the Latent Space of StyleGAN for Real Face Editing Yindong Yu Kamran Ghasedi Hsiang-Tao Wu Jiaolong Yang Tong Xi Fu Yun CVBM 18 5 0 26 Apr 2022
Style-Based Global Appearance Flow for Virtual Try-On Sen He Yi-Zhe Song Tao Xiang 3DH 35 120 0 03 Apr 2022
TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing Yanbo Xu Yueqin Yin Liming Jiang Qianyi Wu Chengyao Zheng Chen Change Loy Bo Dai Wayne Wu 38 53 0 31 Mar 2022
CoordGAN: Self-Supervised Dense Correspondences Emerge from GANs Jiteng Mu Shalini De Mello Zhiding Yu Nuno Vasconcelos Xinyu Wang Jan Kautz Sifei Liu GAN 32 18 0 30 Mar 2022
IA-FaceS: A Bidirectional Method for Semantic Face Editing Wenjing Huang Shikui Tu Lei Xu CVBM 48 17 0 24 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 21 1 0 21 Mar 2022
Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs Enis Simsar Umut Kocasari Ezgi Gulperi Er Pinar Yanardag 44 3 0 16 Mar 2022
Style Transformer for Image Inversion and Editing Xueqi Hu Qiusheng Huang Zhengyi Shi Siyuan Li Changxin Gao Li Sun Qingli Li 41 55 0 15 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 27 29,989 0 01 Mar 2022
Self-Distilled StyleGAN: Towards Generation from Internet Photos Ron Mokady Michal Yarom Omer Tov Oran Lang Daniel Cohen-Or Tali Dekel Michal Irani Inbar Mosseri 35 45 0 24 Feb 2022
Discovering Multiple and Diverse Directions for Cognitive Image Properties Umut Kocasari Alperen Bag Oğuz Kaan Yüksel Pinar Yanardag DiffM 24 0 0 23 Feb 2022
Region-Based Semantic Factorization in GANs Jiapeng Zhu Yujun Shen Yinghao Xu Deli Zhao Qifeng Chen 30 35 0 19 Feb 2022
FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations Cemre Karakas Alara Dirik Eylül Yalçınkaya Pinar Yanardag 27 29 0 13 Feb 2022
Text and Image Guided 3D Avatar Generation and Manipulation Zehranaz Canfes M. Atasoy Alara Dirik Pinar Yanardag 3DH 36 43 0 12 Feb 2022
Uncertainty Modeling for Out-of-Distribution Generalization Xiaotong Li Yongxing Dai Yixiao Ge Jun Liu Ying Shan Ling-Yu Duan OODD OOD 36 175 0 08 Feb 2022
Finding Directions in GAN's Latent Space for Neural Face Reenactment Stella Bounareli Vasileios Argyriou Georgios Tzimiropoulos 3DH CVBM 26 34 0 31 Jan 2022
Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN Yangqiu Song Qiulin Wang Jiquan Pei Yu Yang Xiangyang Ji CVBM 37 3 0 24 Jan 2022
Stitch it in Time: GAN-Based Facial Editing of Real Videos Rotem Tzaban Ron Mokady Rinon Gal Amit H. Bermano Daniel Cohen-Or CVBM 38 86 0 20 Jan 2022
Synthesis and Reconstruction of Fingerprints using Generative Adversarial Networks Rafael Bouzaglo Y. Keller 44 14 0 17 Jan 2022
Music2Video: Automatic Generation of Music Video with fusion of audio and text Yoonjeon Kim Joel Jang Sumin Shin DiffM VGen 38 7 0 11 Jan 2022
Cluster-guided Image Synthesis with Unconditional Models Markos Georgopoulos James Oldfield Grigorios G. Chrysos Yannis Panagakis GAN 25 6 0 24 Dec 2021
JoJoGAN: One Shot Face Stylization Min Jin Chong David A. Forsyth CVBM GAN 48 70 0 22 Dec 2021
StyleSDF: High-Resolution 3D-Consistent Image and Geometry Generation Roy Or-El Xuan Luo Mengyi Shan Eli Shechtman Jeong Joon Park Ira Kemelmacher-Shlizerman 3DH 3DV 47 352 0 21 Dec 2021
3D-aware Image Synthesis via Learning Structural and Textural Representations Yinghao Xu Sida Peng Ceyuan Yang Yujun Shen Bolei Zhou 3DV 26 131 0 20 Dec 2021
Self-supervised Enhancement of Latent Discovery in GANs Silpa Vadakkeeveetil Sreelatha Adarsh Kappiyath S. Sumitra 44 3 0 16 Dec 2021
StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation Umut Kocasari Alara Dirik Mert Tiftikci Pinar Yanardag CLIP 15 61 0 15 Dec 2021
CLIP2StyleGAN: Unsupervised Extraction of StyleGAN Edit Directions Rameen Abdal Peihao Zhu John C. Femiani Niloy J. Mitra Peter Wonka CLIP 39 105 0 09 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 156 83 0 04 Dec 2021
3D-Aware Semantic-Guided Generative Model for Human Synthesis Jichao Zhang E. Sangineto Hao Tang Aliaksandr Siarohin Zhun Zhong N. Sebe Wei Wang 3DH 41 35 0 02 Dec 2021
HyperInverter: Improving StyleGAN Inversion via Hypernetwork Tan M. Dinh Anh Tran Rang Nguyen Binh-Son Hua 38 116 0 01 Dec 2021
Improving GAN Equilibrium by Raising Spatial Awareness Jianyuan Wang Ceyuan Yang Yinghao Xu Yujun Shen Hongdong Li Bolei Zhou GAN 36 30 0 01 Dec 2021
HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing Yuval Alaluf Omer Tov Ron Mokady Rinon Gal Amit H. Bermano 58 266 0 30 Nov 2021
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric Xing OOD 47 112 0 27 Nov 2021
Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model Zipeng Xu Tianwei Lin Hao Tang Fu Li Dongliang He N. Sebe Radu Timofte Luc Van Gool Errui Ding EGVM 43 41 0 26 Nov 2021
Attribute-specific Control Units in StyleGAN for Fine-grained Image Manipulation Rui Wang Jian Chen Gang Yu Li Sun Changqian Yu Changxin Gao Nong Sang 33 17 0 25 Nov 2021
EditGAN: High-Precision Semantic Image Editing Huan Ling Karsten Kreis Daiqing Li Seung Wook Kim Antonio Torralba Sanja Fidler DiffM GAN 23 201 0 04 Nov 2021
Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training Minguk Kang Woohyeon Shim Minsu Cho Jaesik Park GAN 44 109 0 01 Nov 2021
MOST-GAN: 3D Morphable StyleGAN for Disentangled Face Image Manipulation Safa C. Medin Bernhard Egger A. Cherian Ye Wang J. Tenenbaum Xiaoming Liu Tim K. Marks 3DH CVBM 24 32 0 01 Nov 2021
Multi-Attribute Balanced Sampling for Disentangled GAN Controls Perla Doubinsky Nicolas Audebert M. Crucianu Hervé Le Borgne DRL 27 8 0 28 Oct 2021
Image-Based CLIP-Guided Essence Transfer Hila Chefer Sagie Benaim Roni Paiss Lior Wolf CLIP 25 50 0 24 Oct 2021
Controllable and Compositional Generation with Latent-Space Energy-Based Models Weili Nie Arash Vahdat Anima Anandkumar 22 78 0 21 Oct 2021
Pose with Style: Detail-Preserving Pose-Guided Image Synthesis with Conditional StyleGAN Badour Albahar Jingwan Lu Jimei Yang Zhixin Shu Eli Shechtman Jia-Bin Huang 3DH 41 82 0 13 Sep 2021