Cover Image

GaussianIP: Identity-Preserving Realistic 3D Human Generation via Human-Centric Diffusion Prior

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Zichen, Yao, Yuan, Cui, Miaomiao, Bo, Liefeng, Yang, Hongyu
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

UniPortrait: A Unified Framework for Identity-Preserving Single- and Multi-Human Image Personalization
by: He, Junjie, et al.
Published: (2024)

Perception-as-Control: Fine-grained Controllable Image Animation with 3D-aware Motion Representation
by: Chen, Yingjie, et al.
Published: (2025)

Towards Fine-grained Interactive Segmentation in Images and Videos
by: Yao, Yuan, et al.
Published: (2025)

MoSAM: Motion-Guided Segment Anything Model with Spatial-Temporal Memory Selection
by: Yang, Qiushi, et al.
Published: (2025)

ShortFT: Diffusion Model Alignment via Shortcut-based Fine-Tuning
by: Guo, Xiefan, et al.
Published: (2025)

MIMO: Controllable Character Video Synthesis with Spatial Decomposed Modeling
by: Men, Yifang, et al.
Published: (2024)

3D$^2$-Actor: Learning Pose-Conditioned 3D-Aware Denoiser for Realistic Gaussian Avatar Modeling
by: Tang, Zichen, et al.
Published: (2024)

IdentityStory: Taming Your Identity-Preserving Generator for Human-Centric Story Generation
by: Zhou, Donghao, et al.
Published: (2025)

Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction
by: Curreli, Cecilia, et al.
Published: (2025)

En3D: An Enhanced Generative Model for Sculpting 3D Humans from 2D Synthetic Data
by: Men, Yifang, et al.
Published: (2024)

ArtNeRF: A Stylized Neural Field for 3D-Aware Cartoonized Face Synthesis
by: Tang, Zichen, et al.
Published: (2024)

HumanOmni: A Large Vision-Speech Language Model for Human-Centric Video Understanding
by: Zhao, Jiaxing, et al.
Published: (2025)

I4VGen: Image as Free Stepping Stone for Text-to-Video Generation
by: Guo, Xiefan, et al.
Published: (2024)

DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors
by: Lei, Biwen, et al.
Published: (2023)

Parametric Gaussian Human Model: Generalizable Prior for Efficient and Realistic Human Avatar Modeling
by: Peng, Cheng, et al.
Published: (2025)

Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation
by: Wang, Junyan, et al.
Published: (2024)

MVD-HuGaS: Human Gaussians from a Single Image via 3D Human Multi-view Diffusion Prior
by: Xiong, Kaiqiang, et al.
Published: (2025)

Disentangled Hierarchical VAE for 3D Human-Human Interaction Generation
by: Geng, Zichen, et al.
Published: (2026)

IP-FaceDiff: Identity-Preserving Facial Video Editing with Diffusion
by: Anand, Tharun, et al.
Published: (2025)

Auto-Regressive Diffusion for Generating 3D Human-Object Interactions
by: Geng, Zichen, et al.
Published: (2025)

TokenSplat: Token-aligned 3D Gaussian Splatting for Feed-forward Pose-free Reconstruction
by: Li, Yihui, et al.
Published: (2026)

HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting
by: Liu, Xian, et al.
Published: (2023)

MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion
by: Chang, Di, et al.
Published: (2023)

Human-3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models
by: Xue, Yuxuan, et al.
Published: (2024)

3D Face Modeling via Weakly-supervised Disentanglement Network joint Identity-consistency Prior
by: Li, Guohao, et al.
Published: (2024)

HyperHuman: Hyper-Realistic Human Generation with Latent Structural Diffusion
by: Liu, Xian, et al.
Published: (2023)

AniCrafter: Customizing Realistic Human-Centric Animation via Avatar-Background Conditioning in Video Diffusion Models
by: Niu, Muyao, et al.
Published: (2025)

InpaintHuman: Reconstructing Occluded Humans with Multi-Scale UV Mapping and Identity-Preserving Diffusion Inpainting
by: Fan, Jinlong, et al.
Published: (2026)

HuGDiffusion: Generalizable Single-Image Human Rendering via 3D Gaussian Diffusion
by: Tang, Yingzhi, et al.
Published: (2025)

Realistic Human Motion Generation with Cross-Diffusion Models
by: Ren, Zeping, et al.
Published: (2023)

HuGeDiff: 3D Human Generation via Diffusion with Gaussian Splatting
by: Ivashechkin, Maksym, et al.
Published: (2025)

StrandHead: Text to Hair-Disentangled 3D Head Avatars Using Human-Centric Priors
by: Sun, Xiaokun, et al.
Published: (2024)

3D Human Face Reconstruction with 3DMM face model from RGB image
by: Jiang, Zhangnan, et al.
Published: (2026)

Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting
by: Jin, Shilong, et al.
Published: (2025)

HumanGif: Single-View Human Diffusion with Generative Prior
by: Hu, Shoukang, et al.
Published: (2025)

Towards Realistic and Consistent Orbital Video Generation via 3D Foundation Priors
by: Wang, Rong, et al.
Published: (2026)

GaussianAvatar: Towards Realistic Human Avatar Modeling from a Single Video via Animatable 3D Gaussians
by: Hu, Liangxiao, et al.
Published: (2023)

InsHuman: Towards Natural and Identity-Preserving Human Insertion
by: Li, Jie, et al.
Published: (2026)

CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos
by: Zhao, Chengfeng, et al.
Published: (2026)

OCRA: Object-Centric Learning with 3D and Tactile Priors for Human-to-Robot Action Transfer
by: Wang, Kuanning, et al.
Published: (2026)