Search Results for author: Xinyue Zheng

Found 3 papers, 0 papers with code

Disentangled Neural Architecture Search

no code implementations24 Sep 2020 Xinyue Zheng, Peng Wang, Qigang Wang, Zhongchao shi

However, existing methods rely heavily on a black-box controller to search architectures, which suffers from the serious problem of lacking interpretability.

Neural Architecture Search

Challenge Closed-book Science Exam: A Meta-learning Based Question Answering System

no code implementations26 Apr 2020 Xinyue Zheng, Peng Wang, Qigang Wang, Zhongchao shi

Prior work in standardized science exams requires support from large text corpus, such as targeted science corpus fromWikipedia or SimpleWikipedia.

Language Modelling Large Language Model +3

Efficient Automatic Meta Optimization Search for Few-Shot Learning

no code implementations6 Sep 2019 Xinyue Zheng, Peng Wang, Qigang Wang, Zhongchao shi, Feiyu Xu

NAS automatically generates and evaluates meta-learner's architecture for few-shot learning problems, while the meta-learner uses meta-learning algorithm to optimize its parameters based on the distribution of learning tasks.

Few-Shot Learning Neural Architecture Search

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