Search Results for author: Songtao Sun

Found 3 papers, 2 papers with code

Masked Conditional Random Fields for Sequence Labeling

3 code implementations NAACL 2021 Tianwen Wei, Jianwei Qi, Shenghuan He, Songtao Sun

Conditional Random Field (CRF) based neural models are among the most performant methods for solving sequence labeling problems.

TAG

DEAL: Difficulty-aware Active Learning for Semantic Segmentation

1 code implementation17 Oct 2020 Shuai Xie, Zunlei Feng, Ying Chen, Songtao Sun, Chao Ma, Mingli Song

To deal with this problem, we propose a semantic Difficulty-awarE Active Learning (DEAL) network composed of two branches: the common segmentation branch and the semantic difficulty branch.

Active Learning Segmentation +1

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