Search Results for author: Sijie Shen

Found 3 papers, 1 papers with code

Incorporating Domain Knowledge through Task Augmentation for Front-End JavaScript Code Generation

no code implementations22 Aug 2022 Sijie Shen, Xiang Zhu, Yihong Dong, Qizhi Guo, Yankun Zhen, Ge Li

However, in some domain-specific scenarios, building such a large paired corpus for code generation is difficult because there is no directly available pairing data, and a lot of effort is required to manually write the code descriptions to construct a high-quality training dataset.

Code Generation

Towards Full-line Code Completion with Neural Language Models

no code implementations18 Sep 2020 Wenhan Wang, Sijie Shen, Ge Li, Zhi Jin

In this paper, we take a further step and discuss the probability of directly completing a whole line of code instead of a single token.

Code Completion

Self-adaptive Single and Multi-illuminant Estimation Framework based on Deep Learning

1 code implementation13 Feb 2019 Yongjie Liu, Sijie Shen

In this paper, we proposed a self-adaptive single and multi-illuminant estimation framework, which includes the following novelties: (1) Learning local self-adaptive kernels from the entire image for illuminant estimation with encoder-decoder CNN structure; (2) Providing confidence measurement for the prediction; (3) Clustering-based iterative fitting for computing single and multi-illumination vectors.

Clustering

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