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Yuze He 何雨泽

I am a third-year Ph.D. student at Tsinghua University, advised by Prof. Yong-Jin Liu. I reveived my B.E. in Dept. of Computer Science and Technology from Tsinghua University in 2022.

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Selected Publications

My research interest lies in 3D Computer Vision and Foundation Models. Here are some of my lead works:

StdGEN: Semantic-Decomposed 3D Character Generation from Single Images
Yuze He, Yanning Zhou, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han
Arxiv
[paper] [website]

AlphaTablets: A Generic Plane Representation for 3D Planar Reconstruction from Monocular Videos
Yuze He, Wang Zhao, Shaohui Liu, Yubin Hu, Yushi Bai, Yu-Hui Wen, Yong-jin Liu
Accepted by NeurIPS 2024

MMPI: A Flexible Radiance Field Representation by Multiple Multi-plane Images Blending
Yuze He, Peng Wang, Yubin Hu, Wang Zhao, Ran Yi, Yong-Jin Liu, Wenping Wang
ICRA 2024
[paper] [video]

Text-Image Conditioned Diffusion for Consistent Text-to-3D Generation
Yuze He, Yushi Bai, Matthieu Lin, Jenny Sheng, Yubin Hu, Qi Wang, Yu-Hui Wen, Yong-Jin Liu
CAGD 2024
[paper]

T3Bench: Benchmarking Current Progress in Text-to-3D Generation
Yuze He*, Yushi Bai*, Matthieu Lin, Wang Zhao, Yubin Hu, Jenny Sheng, Ran Yi, Juanzi Li, Yong-Jin Liu
Arxiv
[paper] [website] [code]

Darkfeat: Noise-robust Feature Detector and Descriptor for Extremely Low-light RAW Images
Yuze He, Yubin Hu, Wang Zhao, Jisheng Li, Yong-Jin Liu, Yuxing Han, Jiangtao Wen
AAAI 2023 (Oral)
[paper] [code]

Temporally Stable Metropolis Light Transport Denoising using Recurrent Transformer Blocks
Chuhao Chen, Yuze He, Tzu-Mao Li
SIGGRAPH 2024 (Journal Track)
[paper] [code]

PVP-Recon: Progressive View Planning via Warping Consistency for Sparse-View Surface Reconstruction
Sheng Ye, Yuze He, Matthieu Lin, Jenny Sheng, Ruoyu Fan, Yiheng Han, Yubin Hu, Ran Yi, Yu-Hui Wen, Yong-Jin Liu, Wenping Wang
SIGGRAPH Asia 2024 (Journal Track)
[paper]

Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos
Yubin Hu, Yuze He, Yanghao Li, Jisheng Li, Yuxing Han, Jiangtao Wen, Yong-Jin Liu
CVPR 2023
[paper] [code]

Experience
Tsinghua University
2022.09 - Present

Ph.D student in Computer Science and Technology
Advisor: Prof. Yong-Jin Liu
Tsinghua University
2018.09 - 2022.07

B.Eng. in Dept. of Computer Science and Technology
Honors & Awards
  • Outstanding Undergraduate of Tsinghua University, 2022
  • National Scholarship, 2021
  • Grand Prize in 39th Challange Cup, Tsinghua University, 2021
  • Tsinghua Comprehensive Excellence Scholarship, 2020, 2023

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