StyleGAN-Human: A Data-Centric Odyssey of Human Generation

25 April 2022

Papers citing "StyleGAN-Human: A Data-Centric Odyssey of Human Generation"

40 / 40 papers shown

Title
MVHumanNet++: A Large-scale Dataset of Multi-view Daily Dressing Human Captures with Richer Annotations for 3D Human Digitization Chenghong Li Hongjie Liao Yihao Zhi Xihe Yang Zhengwentai Sun Jiahao Chang Shuguang Cui Xiaoguang Han 3DH 47 0 0 03 May 2025
Zero-Shot Head Swapping in Real-World Scenarios S. Jeong Taewoong Kang Hyojin Jang Jaegul Choo 34 0 0 02 Mar 2025
HumanGif: Single-View Human Diffusion with Generative Prior Shoukang Hu Takuya Narihira Kazumi Fukuda Ryosuke Sawata Takashi Shibuya Yuki Mitsufuji 90 1 0 24 Feb 2025
ComposeAnyone: Controllable Layout-to-Human Generation with Decoupled Multimodal Conditions Shiyue Zhang Zheng Chong Xi Lu Wenqing Zhang Haoxiang Li Xujie Zhang Jiehui Huang Xiao Dong Xiaodan Liang DiffM 40 0 0 21 Jan 2025
Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling Nannan Li Kevin J. Shih Bryan A. Plummer DiffM 54 0 0 08 Jan 2025
LAGA: Layered 3D Avatar Generation and Customization via Gaussian Splatting Jia Gong Shenyu Ji Lin Geng Foo Kang Chen Hossein Rahmani Jun Liu 3DGS 23 6 0 21 May 2024
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models Qinghe Wang Baolu Li Xiaomin Li Bing Cao Liqian Ma Huchuan Lu Xu Jia DiffM 37 6 0 24 Apr 2024
PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation Zhaoxi Chen Fangzhou Hong Haiyi Mei Guangcong Wang Lei Yang Ziwei Liu 33 24 0 07 Dec 2023
PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns Shuliang Ning Duomin Wang Yipeng Qin Zirong Jin Baoyuan Wang Xiaoguang Han DiffM 25 11 0 07 Dec 2023
ConTex-Human: Free-View Rendering of Human from a Single Image with Texture-Consistent Synthesis Xiangjun Gao Xiaoyu Li Chaopeng Zhang Qi Zhang Yan-Pei Cao Ying Shan Long Quan DiffM 40 9 0 28 Nov 2023
XAGen: 3D Expressive Human Avatars Generation Zhongcong Xu Jianfeng Zhang Jun Hao Liew Jiashi Feng Mike Zheng Shou 21 14 0 22 Nov 2023
HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion Xian Liu Jian Ren Aliaksandr Siarohin Ivan Skorokhodov Yanyu Li Dahua Lin Xihui Liu Ziwei Liu Sergey Tulyakov 32 57 0 12 Oct 2023
AniPortraitGAN: Animatable 3D Portrait Generation from 2D Image Collections Yue Wu Sicheng Xu Jianfeng Xiang Fangyun Wei Qifeng Chen Jiaolong Yang Xin Tong 3DH 14 16 0 05 Sep 2023
Total Selfie: Generating Full-Body Selfies B. Chen Brian L. Curless Ira Kemelmacher-Shlizerman S. M. Seitz DiffM 34 4 0 28 Aug 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey Lin Geng Foo Hossein Rahmani J. Liu 62 31 0 27 Aug 2023
SCULPT: Shape-Conditioned Unpaired Learning of Pose-dependent Clothed and Textured Human Meshes Soubhik Sanyal Partha Ghosh Jinlong Yang Michael J. Black Justus Thies Timo Bolkart 3DH 23 4 0 21 Aug 2023
Fashion Matrix: Editing Photos by Just Talking Zheng Chong Xujie Zhang Fuwei Zhao Zhenyu Xie Xiaodan Liang DiffM 19 2 0 25 Jul 2023
StyleHumanCLIP: Text-guided Garment Manipulation for StyleGAN-Human Takato Yoshikawa Yuki Endo Yoshihiro Kanamori 36 1 0 26 May 2023
Chupa: Carving 3D Clothed Humans from Skinned Shape Priors using 2D Diffusion Probabilistic Models Byungjun Kim Patrick Kwon K. Lee Myunggi Lee Sookwan Han Daesik Kim Hanbyul Joo DiffM 29 20 0 19 May 2023
One-Shot Stylization for Full-Body Human Images Aiyu Cui Svetlana Lazebnik 3DH 21 0 0 14 Apr 2023
A Bag-of-Prototypes Representation for Dataset-Level Applications Wei-Chih Tu Weijian Deng Tom Gedeon Liang Zheng 22 9 0 23 Mar 2023
Get3DHuman: Lifting StyleGAN-Human into a 3D Generative Model using Pixel-aligned Reconstruction Priors Zhangyang Xiong Di Kang Derong Jin Weikai Chen Linchao Bao Shuguang Cui Xiaoguang Han 3DH 21 22 0 02 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
Human Image Generation: A Comprehensive Survey Zhen Jia Zhang Zhang Liangsheng Wang T. Tan EGVM 3DH VGen 25 5 0 17 Dec 2022
Self-Supervised Geometry-Aware Encoder for Style-Based 3D GAN Inversion Yushi Lan Xuyi Meng Shuai Yang Chen Change Loy Bo Dai 3DH 3DV 31 30 0 14 Dec 2022
Collecting The Puzzle Pieces: Disentangled Self-Driven Human Pose Transfer by Permuting Textures Nannan Li Kevin J. Shih Bryan A. Plummer 27 7 0 04 Oct 2022
PASTA-GAN++: A Versatile Framework for High-Resolution Unpaired Virtual Try-on Zhenyu Xie Zaiyu Huang Fuwei Zhao Haoye Dong Michael C. Kampffmeyer Xin Dong Feida Zhu Xiaodan Liang 25 14 0 27 Jul 2022
Text2Human: Text-Driven Controllable Human Image Generation Yuming Jiang Shuai Yang Haonan Qiu Wayne Wu Chen Change Loy Ziwei Liu DiffM 107 45 0 31 May 2022
StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets Axel Sauer Katja Schwarz Andreas Geiger 182 487 0 01 Feb 2022
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data Liming Jiang Bo Dai Wayne Wu Chen Change Loy 73 103 0 12 Nov 2021
WarpedGANSpace: Finding non-linear RBF paths in GAN latent space Christos Tzelepis Georgios Tzimiropoulos Ioannis Patras 74 62 0 27 Sep 2021
High-Fidelity GAN Inversion for Image Attribute Editing Tengfei Wang Yong Zhang Yanbo Fan Jue Wang Qifeng Chen DiffM 197 246 0 14 Sep 2021
Talk-to-Edit: Fine-Grained Facial Editing via Dialog Yuming Jiang Ziqi Huang Xingang Pan Chen Change Loy Ziwei Liu DiffM 107 125 0 09 Sep 2021
Conditional Temporal Variational AutoEncoder for Action Video Prediction Xiaogang Xu Yi Wang Liwei Wang Bei Yu Jiaya Jia VGen 24 5 0 12 Aug 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,764 0 24 Feb 2021
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 200 776 0 04 Feb 2021
TryOnGAN: Body-Aware Try-On via Layered Interpolation Kathleen M. Lewis Srivatsan Varadharajan Ira Kemelmacher-Shlizerman 3DH 94 48 0 06 Jan 2021
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 189 539 0 08 Mar 2020
Single-Stage Multi-Person Pose Machines Xuecheng Nie Jianfeng Zhang Shuicheng Yan Jiashi Feng 3DH 106 218 0 24 Aug 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018