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Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning

24 April 2020

Papers citing "Disentangled and Controllable Face Image Generation via 3D Imitative-Contrastive Learning"

50 / 204 papers shown

Title
Finding Directions in GAN's Latent Space for Neural Face Reenactment Stella Bounareli Vasileios Argyriou Georgios Tzimiropoulos 3DH CVBM 90 35 0 31 Jan 2022
Self-Supervised Robustifying Guidance for Monocular 3D Face Reconstruction Hitika Tiwari Min-Hung Chen Yi-Min Tsai Hsien-Kai Kuo Hung-Jen Chen Kevin Jou K. Venkatesh Yonghao Chen CVBM 3DH 70 5 0 29 Dec 2021
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation Yu Deng Jiaolong Yang Jianfeng Xiang Xin Tong 3DH 66 249 0 16 Dec 2021
HeadNeRF: A Real-time NeRF-based Parametric Head Model Yang Hong Bo Peng Haiyao Xiao Ligang Liu Juyong Zhang 3DH 83 249 0 10 Dec 2021
SemanticStyleGAN: Learning Compositional Generative Priors for Controllable Image Synthesis and Editing Yichun Shi Xiao Yang Yangyue Wan Xiaohui Shen GAN 235 87 0 04 Dec 2021
TRIP: Refining Image-to-Image Translation via Rival Preferences Yinghua Yao Yuangang Pan Ivor W. Tsang Xin Yao 29 0 0 26 Nov 2021
Tensor-based Subspace Factorization for StyleGAN René Haas Stella Grasshof Sami S. Brandt CVBM 67 4 0 08 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 73 32 0 01 Nov 2021
Controllable Data Augmentation Through Deep Relighting G. Chogovadze Rémi Pautrat Marc Pollefeys ViT 64 4 0 26 Oct 2021
Each Attribute Matters: Contrastive Attention for Sentence-based Image Editing Liuqing Zhao Fan Lyu Fuyuan Hu Kaizhu Huang Fenglei Xu Linyan Li 36 1 0 21 Oct 2021
Fine-Grained Control of Artistic Styles in Image Generation Xin Miao Huayan Wang Jun Fu Jiayi Liu Shen Wang Zhenyu Liao GAN 36 1 0 19 Oct 2021
Causal Representation Learning for Context-Aware Face Transfer Gege Gao Huaibo Huang Chaoyou Fu Ran He CVBM 48 0 0 04 Oct 2021
Inference-InfoGAN: Inference Independence via Embedding Orthogonal Basis Expansion Hongxiang Jiang Jihao Yin Xiaoyan Luo Fuxiang Wang DRL 65 2 0 02 Oct 2021
DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing Bingchuan Li Shaofei Cai Wei Liu Peng Zhang Qian He Miao Hua Zili Yi 95 12 0 22 Sep 2021
FreeStyleGAN: Free-view Editable Portrait Rendering with the Camera Manifold Thomas Leimkuhler G. Drettakis CVBM 3DH 118 11 0 20 Sep 2021
PIRenderer: Controllable Portrait Image Generation via Semantic Neural Rendering Yurui Ren Gezhong Li Yuanqi Chen Thomas H. Li Shan Liu DiffM VGen 116 230 0 17 Sep 2021
DisUnknown: Distilling Unknown Factors for Disentanglement Learning Sitao Xiang Yuming Gu Pengda Xiang Menglei Chai Hao Li Yajie Zhao Mingming He CoGe 148 4 0 16 Sep 2021
SynFace: Face Recognition with Synthetic Data Haibo Qiu Baosheng Yu Dihong Gong Zhifeng Li Wei Liu Dacheng Tao 116 129 0 18 Aug 2021
Discovering Distinctive "Semantics" in Super-Resolution Networks Yihao Liu Anran Liu Jinjin Gu Zhipeng Zhang Wenhao Wu Yu Qiao Chao Dong SupR 81 20 0 01 Aug 2021
StyleCariGAN: Caricature Generation via StyleGAN Feature Map Modulation Won-Dong Jang Gwangjin Ju Yucheol Jung Jiaolong Yang Xin Tong Seungyong Lee GAN 79 21 0 09 Jul 2021
Disentangled Face Attribute Editing via Instance-Aware Latent Space Search Yuxuan Han Jiaolong Yang Ying Fu CVBM 59 26 0 26 May 2021
AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images Anirudh Ambati S. Dubey OOD 49 6 0 21 May 2021
DeepFaceEditing: Deep Face Generation and Editing with Disentangled Geometry and Appearance Control Shu-Yu Chen Feng-Lin Liu Yu-kun Lai Paul L. Rosin Chunpeng Li Hongbo Fu Lin Gao CVBM 3DV 31 32 0 19 May 2021
Towards Explainable, Privacy-Preserved Human-Motion Affect Recognition Matthew Malek-Podjaski Fani Deligianni CVBM 40 7 0 09 May 2021
Inverting Generative Adversarial Renderer for Face Reconstruction Jingtan Piao Keqiang Sun Kwan-Yee Lin Quan Wang Hongshneg Li 3DH CVBM 83 31 0 06 May 2021
Motion Representations for Articulated Animation Aliaksandr Siarohin Oliver J. Woodford Jian Ren Menglei Chai Sergey Tulyakov OCL 198 275 0 22 Apr 2021
Cross-Domain and Disentangled Face Manipulation with 3D Guidance Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CVBM 190 26 0 22 Apr 2021
SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer Yueming Lyu Jing Dong Bo Peng Wei Wang Tieniu Tan 3DH 41 40 0 21 Apr 2021
VariTex: Variational Neural Face Textures Marcel C. Bühler Abhimitra Meka Gengyan Li Thabo Beeler Otmar Hilliges 3DH 67 34 0 13 Apr 2021
Unsupervised Disentanglement of Linear-Encoded Facial Semantics Yutong Zheng Yu-Kai Huang R. Tao Zhiqiang Shen Marios Savvides CVBM DRL 54 12 0 30 Mar 2021
LatentKeypointGAN: Controlling GANs via Latent Keypoints Xingzhe He Bastian Wandt Helge Rhodin GAN 109 6 0 29 Mar 2021
Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection Jiaming Li Hongtao Xie Jiahong Li Zhongyuan Wang Yongdong Zhang CVBM 82 246 0 16 Mar 2021
ForgeryNet: A Versatile Benchmark for Comprehensive Forgery Analysis Yinan He Bei Gan Siyu Chen Yichun Zhou Guojun Yin Luchuan Song Lu Sheng Jing Shao Ziwei Liu AAML 121 137 0 09 Mar 2021
DeepFN: Towards Generalizable Facial Action Unit Recognition with Deep Face Normalization Javier Hernández Daniel J. McDuff Ognjen Ognjen Rudovic Alberto Fung Mary Czerwinski CVBM 70 5 0 03 Mar 2021
FaceController: Controllable Attribute Editing for Face in the Wild Zhi-liang Xu Xiyu Yu Zhibin Hong Zhen Zhu Junyu Han Jingtuo Liu Errui Ding X. Bai CVBM 56 44 0 23 Feb 2021
Learning Disentangled Representation by Exploiting Pretrained Generative Models: A Contrastive Learning View Xuanchi Ren Tao Yang Yuwang Wang W. Zeng CoGe OCL DRL 97 40 0 21 Feb 2021
Cross-Modal Contrastive Learning for Text-to-Image Generation Han Zhang Jing Yu Koh Jason Baldridge Honglak Lee Yinfei Yang GAN 177 364 0 12 Jan 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 194 137 0 07 Jan 2021
Portrait Neural Radiance Fields from a Single Image Chen Gao Yichang Shih Wei-Sheng Lai Chia-Kai Liang Jia-Bin Huang 3DH CVBM 163 81 0 10 Dec 2020
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias Nataniel Ruiz B. Theobald Anurag Ranjan Ahmed Abdelaziz N. Apostoloff CVBM GAN 97 15 0 09 Dec 2020
One-Shot Free-View Neural Talking-Head Synthesis for Video Conferencing Ting-Chun Wang Arun Mallya Xuan Li 3DH 142 488 0 30 Nov 2020
Deformed Implicit Field: Modeling 3D Shapes with Learned Dense Correspondence Yu Deng Jiaolong Yang Xin Tong 102 150 0 27 Nov 2020
Lifting 2D StyleGAN for 3D-Aware Face Generation Yichun Shi Divyansh Aggarwal Anil K. Jain 3DH 115 84 0 26 Nov 2020
Enhanced 3DMM Attribute Control via Synthetic Dataset Creation Pipeline Wonwoong Cho Inyeop Lee David Inouye 27 0 0 25 Nov 2020
Unsupervised Discovery of Disentangled Manifolds in GANs Yu-Ding Lu Hsin-Ying Lee Hung-Yu Tseng Ming-Hsuan Yang GAN DRL 46 8 0 24 Nov 2020
Everybody Sign Now: Translating Spoken Language to Photo Realistic Sign Language Video Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 84 59 0 19 Nov 2020
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs Xingang Pan Bo Dai Ziwei Liu Chen Change Loy Ping Luo 3DH 105 111 0 02 Nov 2020
LEGAN: Disentangled Manipulation of Directional Lighting and Facial Expressions by Leveraging Human Perceptual Judgements Sandipan Banerjee Ajjen Joshi Prashant Mahajan Sneha Bhattacharya Survi Kyal Taniya Mishra CVBM DRL 37 3 0 04 Oct 2020
DVG-Face: Dual Variational Generation for Heterogeneous Face Recognition Chaoyou Fu Xiang Wu Yibo Hu Huaibo Huang Ran He CVBM 71 85 0 20 Sep 2020
Real-time 3D Facial Tracking via Cascaded Compositional Learning Jianwen Lou Xiaoxu Cai Junyu Dong Hui Yu 3DH 41 10 0 02 Sep 2020