HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion

12 October 2023

Xian Liu

Dahua Lin

Xihui Liu

Ziwei Liu

Sergey Tulyakov

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Papers citing "HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion"

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Title
MeshGen: Generating PBR Textured Mesh with Render-Enhanced Auto-Encoder and Generative Data Augmentation Zilong Chen Yikai Wang Wenqiang Sun Feng Wang Yiwen Chen Huaping Liu 27 0 0 07 May 2025
MESA: Text-Driven Terrain Generation Using Latent Diffusion and Global Copernicus Data Paul Borne--Pons Mikolaj Czerkawski Rosalie Martin Romain Rouffet DiffM 19 2 0 09 Apr 2025
Multi-identity Human Image Animation with Structural Video Diffusion Zhenzhi Wang Y. Li Yanhong Zeng Yuwei Guo D. Lin Tianfan Xue Bo Dai VGen 22 0 0 05 Apr 2025
MuMA: 3D PBR Texturing via Multi-Channel Multi-View Generation and Agentic Post-Processing Lingting Zhu Jingrui Ye Runze Zhang Zeyu Hu Yingda Yin ... Jinnan Chen Shengju Qian Xin Wang Qingmin Liao L. Yu 52 2 0 24 Mar 2025
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control Nvidia Hassan Abu Alhaija Jose M. Alvarez Maciej Bala Tiffany Cai ... Yuchong Ye Xiaodong Yang X. Yang Xiaohui Zeng Yu Zeng VGen 90 1 0 18 Mar 2025
FuseChat-3.0: Preference Optimization Meets Heterogeneous Model Fusion Ziyi Yang Fanqi Wan Longguang Zhong Canbin Huang Guosheng Liang Xiaojun Quan MoMe 90 0 0 06 Mar 2025
Fine-Grained Controllable Apparel Showcase Image Generation via Garment-Centric Outpainting Rong Zhang J. Wang Zhiwen Zuo Jianfeng Dong W. Li Chi-Yin Wang W. Xu Xun Wang DiffM 69 0 0 03 Mar 2025
Human-Centric Foundation Models: Perception, Generation and Agentic Modeling Shixiang Tang Y. Wang Lu Chen Yuan Wang Sida Peng Dan Xu W. Ouyang VGen 127 2 0 12 Feb 2025
MatSwap: Light-aware material transfers in images Ivan Lopes Valentin Deschaintre Yannick Hold-Geoffroy Raoul de Charette DiffM 84 0 0 11 Feb 2025
Towards Physical Understanding in Video Generation: A 3D Point Regularization Approach Yunuo Chen Junli Cao Anil Kag Vidit Goel Sergei Korolev Chenfanfu Jiang Sergey Tulyakov Jian Ren DiffM VGen 86 1 0 05 Feb 2025
Joint Learning of Depth and Appearance for Portrait Image Animation Xinya Ji Gaspard Zoss Prashanth Chandran Lingchen Yang Xun Cao B. Solenthaler D. Bradley 3DH MDE 42 0 0 15 Jan 2025
ConsistentID: Portrait Generation with Multimodal Fine-Grained Identity Preserving Jiehui Huang Xiao Dong Wenhui Song Zheng Chong Jun Zhou ... Long Chen Hanhui Li Yiqiang Yan Shengcai Liao Xiaodan Liang DiffM 50 19 0 31 Dec 2024
ColorFlow: Retrieval-Augmented Image Sequence Colorization Junhao Zhuang Xuan Ju Z. Zhang Yong-Jin Liu Shiyi Zhang Chun Yuan Ying Shan DiffM 95 1 0 16 Dec 2024
DreamDance: Animating Human Images by Enriching 3D Geometry Cues from 2D Poses Yatian Pang Bin Zhu Bin Lin Mingzhe Zheng Francis E. H. Tay Ser-Nam Lim Harry Yang Li Yuan VGen 3DH 79 2 0 30 Nov 2024
Boost 3D Reconstruction using Diffusion-based Monocular Camera Calibration Junyuan Deng Wei Yin Xiaoyang Guo Qian Zhang Xiaotao Hu Weiqiang Ren Xiaoxiao Long P. Tan DiffM MDE 87 1 0 26 Nov 2024
Direct and Explicit 3D Generation from a Single Image Haoyu Wu Meher Gitika Karumuri Chuhang Zou Seungbae Bang Yuelong Li Dimitris Samaras Sunil Hadap 3DGS MDE 3DV 32 0 0 17 Nov 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-xiong Wang DiffM 35 0 0 07 Nov 2024
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation Anil Kag Huseyin Coskun Jierun Chen Junli Cao Willi Menapace Aliaksandr Siarohin Sergey Tulyakov Jian Ren 46 3 0 07 Nov 2024
MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts Jie Zhu Y. Chen Mingyu Ding Ping Luo Leye Wang Jingdong Wang DiffM 32 2 0 30 Oct 2024
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis Deepak Sridhar Abhishek Peri Rohith Rachala Nuno Vasconcelos DiffM 32 0 0 29 Oct 2024
A Simple Approach to Unifying Diffusion-based Conditional Generation Xirui Li Charles Herrmann Kelvin C.K. Chan Yinxiao Li Deqing Sun Chao Ma Ming Yang DiffM VLM 38 1 0 15 Oct 2024
DreamWaltz-G: Expressive 3D Gaussian Avatars from Skeleton-Guided 2D Diffusion Yukun Huang Jianan Wang Ailing Zeng Zheng-Jun Zha Lei Zhang Xihui Liu 3DGS 32 5 0 25 Sep 2024
Adaptive Multi-Modal Control of Digital Human Hand Synthesis Using a Region-Aware Cycle Loss Qifan Fu Xiaohang Yang Muhammad Asad Changjae Oh Shanxin Yuan Gregory Slabaugh 35 2 0 13 Sep 2024
Are Pose Estimators Ready for the Open World? STAGE: Synthetic Data Generation Toolkit for Auditing 3D Human Pose Estimators Nikita Kister István Sárándi Anna Khoreva Gerard Pons-Moll 49 0 0 28 Aug 2024
DiffLoRA: Generating Personalized Low-Rank Adaptation Weights with Diffusion Yujia Wu Yiming Shi Jiwei Wei Chengwei Sun Yuyang Zhou Yang Yang Heng Tao Shen 36 3 0 13 Aug 2024
Image Inpainting Models are Effective Tools for Instruction-guided Image Editing Xu Ju Junhao Zhuang Zhaoyang Zhang Yuxuan Bian Qiang Xu Ying Shan DiffM 32 1 0 18 Jul 2024
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation Yuanhao Zhai K. Lin Linjie Li Chung-Ching Lin Jianfeng Wang Zhengyuan Yang David Doermann Junsong Yuan Zicheng Liu Lijuan Wang DiffM VGen 21 3 0 15 Jul 2024
StableNormal: Reducing Diffusion Variance for Stable and Sharp Normal Chongjie Ye Lingteng Qiu Xiaodong Gu Qi Zuo Yushuang Wu Zilong Dong Liefeng Bo Yuliang Xiu Xiaoguang Han DiffM 32 38 0 24 Jun 2024
PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models Fanqing Meng Wenqi Shao Lixin Luo Yahong Wang Yiran Chen ... Yue Yang Tianshuo Yang Kaipeng Zhang Yu Qiao Ping Luo EGVM 36 8 0 17 Jun 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model Yang Sui Yanyu Li Anil Kag Yerlan Idelbayev Junli Cao Ju Hu Dhritiman Sagar Bo Yuan Sergey Tulyakov Jian Ren MQ 36 17 0 06 Jun 2024
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets Longwen Zhang Ziyu Wang Qixuan Zhang Qiwei Qiu Anqi Pang Haoran Jiang Wei Yang Lan Xu Jingyi Yu DiffM AI4CE VGen 26 115 0 30 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
From Parts to Whole: A Unified Reference Framework for Controllable Human Image Generation Zehuan Huang Hongxing Fan Lipeng Wang Lu Sheng DiffM 29 10 0 23 Apr 2024
Portrait3D: Text-Guided High-Quality 3D Portrait Generation Using Pyramid Representation and GANs Prior Yiqian Wu Hao Xu Xiangjun Tang Xien Chen Siyu Tang Zhebin Zhang Chen Li Xiaogang Jin 43 10 0 16 Apr 2024
DiffBody: Human Body Restoration by Imagining with Generative Diffusion Prior Yiming Zhang Zhe Wang Xinjie Li Yunchen Yuan Chengsong Zhang Xiao Sun Zhihang Zhong Jian Wang DiffM 37 1 0 04 Apr 2024
FashionEngine: Interactive 3D Human Generation and Editing via Multimodal Controls Tao Hu Fangzhou Hong Zhaoxi Chen Ziwei Liu DiffM 28 0 0 02 Apr 2024
StructLDM: Structured Latent Diffusion for 3D Human Generation Tao Hu Fangzhou Hong Ziwei Liu DiffM 26 7 0 01 Apr 2024
TextCraftor: Your Text Encoder Can be Image Quality Controller Yanyu Li Xian Liu Anil Kag Ju Hu Yerlan Idelbayev Dhritiman Sagar Yanzhi Wang Sergey Tulyakov Jian Ren 34 13 0 27 Mar 2024
FlashFace: Human Image Personalization with High-fidelity Identity Preservation Shilong Zhang Lianghua Huang Xi Chen Yifei Zhang Zhigang Wu Yutong Feng Wei Wang Yujun Shen Yu Liu Ping Luo 41 17 0 25 Mar 2024
GeoWizard: Unleashing the Diffusion Priors for 3D Geometry Estimation from a Single Image Xiao Fu Wei Yin Mu Hu Kaixuan Wang Yuexin Ma Ping Tan Shaojie Shen Dahua Lin Xiaoxiao Long DiffM 48 103 0 18 Mar 2024
3D Human Reconstruction in the Wild with Synthetic Data Using Generative Models Yongtao Ge Wenjia Wang Yongfan Chen Hao Chen Chunhua Shen 3DH 30 8 0 17 Mar 2024
Data Augmentation in Human-Centric Vision Wentao Jiang Yige Zhang Shaozhong Zheng Si Liu Shuicheng Yan 36 1 0 13 Mar 2024
Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation Junyan Wang Zhenhong Sun Zhiyu Tan Xuanbai Chen Weihua Chen Hao Li Cheng Zhang Yang Song 27 9 0 08 Mar 2024
Controllable Generation with Text-to-Image Diffusion Models: A Survey Pu Cao Feng Zhou Qing-Huang Song Lu Yang 67 35 0 07 Mar 2024
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding Zhen Li Mingdeng Cao Xintao Wang Zhongang Qi Ming-Ming Cheng Ying Shan DiffM 39 187 0 07 Dec 2023
ViscoNet: Bridging and Harmonizing Visual and Textual Conditioning for ControlNet Soon Yau Cheong Armin Mustafa Andrew Gilbert DiffM 15 5 0 05 Dec 2023
HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting Xian Liu Xiaohang Zhan Jiaxiang Tang Ying Shan Gang Zeng Dahua Lin Xihui Liu Ziwei Liu 3DGS 35 72 0 28 Nov 2023
Pick-a-Pic: An Open Dataset of User Preferences for Text-to-Image Generation Yuval Kirstain Adam Polyak Uriel Singer Shahbuland Matiana Joe Penna Omer Levy EGVM 163 349 0 02 May 2023
One Transformer Fits All Distributions in Multi-Modal Diffusion at Scale Fan Bao Shen Nie Kaiwen Xue Chongxuan Li Shiliang Pu Yaole Wang Gang Yue Yue Cao Hang Su Jun Zhu DiffM 199 147 0 12 Mar 2023