Search Results for author: Huichao Zhang

Found 5 papers, 3 papers with code

Unit Region Encoding: A Unified and Compact Geometry-aware Representation for Floorplan Applications

no code implementations19 Jan 2025 Huichao Zhang, Pengyu Wang, Manyi Li, Zuojun Li, Yaguang Wu

The floorplans are represented as the latent encodings on a set of boundary-adaptive unit region partition based on the clustering of the proposed geometry-aware density map.

Metric Learning

TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

1 code implementation4 Dec 2024 Liao Qu, Huichao Zhang, Yiheng Liu, Xu Wang, Yi Jiang, Yiming Gao, Hu Ye, Daniel K. Du, Zehuan Yuan, Xinglong Wu

This design enables direct access to both high-level semantic representations crucial for understanding tasks and fine-grained visual features essential for generation through shared indices.

Image Generation Image Reconstruction +1

Magic-Boost: Boost 3D Generation with Multi-View Conditioned Diffusion

1 code implementation9 Apr 2024 Fan Yang, Jianfeng Zhang, Yichun Shi, Bowen Chen, Chenxu Zhang, Huichao Zhang, Xiaofeng Yang, Xiu Li, Jiashi Feng, Guosheng Lin

In detail, we first propose a novel multi-view conditioned diffusion model which extracts 3d prior from the synthesized multi-view images to synthesize high-fidelity novel view images and then introduce a novel iterative-update strategy to adopt it to provide precise guidance to refine the coarse generated results through a fast optimization process.

3D Generation

AvatarStudio: High-fidelity and Animatable 3D Avatar Creation from Text

no code implementations29 Nov 2023 Jianfeng Zhang, Xuanmeng Zhang, Huichao Zhang, Jun Hao Liew, Chenxu Zhang, Yi Yang, Jiashi Feng

We study the problem of creating high-fidelity and animatable 3D avatars from only textual descriptions.

NeRF

AvatarVerse: High-quality & Stable 3D Avatar Creation from Text and Pose

1 code implementation7 Aug 2023 Huichao Zhang, Bowen Chen, Hao Yang, Liao Qu, Xu Wang, Li Chen, Chao Long, Feida Zhu, Kang Du, Min Zheng

We present AvatarVerse, a stable pipeline for generating expressive high-quality 3D avatars from nothing but text descriptions and pose guidance.

Text-to-3D-Human Generation

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