Search Results for author: Liuchun Yuan

Found 4 papers, 3 papers with code

DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions

1 code implementation2 Mar 2024 Guangrun Wang, Changlin Li, Liuchun Yuan, Jiefeng Peng, Xiaoyu Xian, Xiaodan Liang, Xiaojun Chang, Liang Lin

Addressing this problem, we modularize a large search space into blocks with small search spaces and develop a family of models with the distilling neural architecture (DNA) techniques.

Neural Architecture Search

NeRF-VPT: Learning Novel View Representations with Neural Radiance Fields via View Prompt Tuning

1 code implementation2 Mar 2024 Linsheng Chen, Guangrun Wang, Liuchun Yuan, Keze Wang, Ken Deng, Philip H. S. Torr

Furthermore, the cascading learning of NeRF-VPT introduces adaptability to scenarios with sparse inputs, resulting in a significant enhancement of accuracy for sparse-view novel view synthesis.

Novel View Synthesis

PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework

no code implementations26 Oct 2022 Liuchun Yuan, Zehao Huang, Naiyan Wang

In this paper, we present a general and effective framework for Neural Architecture Search (NAS), named PredNAS.

Neural Architecture Search

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