Compression of enumerations and gain

no code implementations • 6 Apr 2023 • George Barmpalias, Xiaoyan Zhang, Bohua Zhan

We study the compressibility of enumerations, and its role in the relative Kolmogorov complexity of computably enumerable sets, with respect to density.

Bayesian Optimization of 2D Echocardiography Segmentation

no code implementations • 17 Nov 2022 • Son-Tung Tran, Joshua V. Stough, Xiaoyan Zhang, Christopher M. Haggerty

Bayesian Optimization (BO) is a well-studied hyperparameter tuning technique that is more efficient than grid search for high-cost, high-parameter machine learning problems.

Bayesian Optimization Segmentation

See Blue Sky: Deep Image Dehaze Using Paired and Unpaired Training Images

2 code implementations • 14 Oct 2022 • Xiaoyan Zhang, Gaoyang Tang, Yingying Zhu, Qi Tian

The issue of image haze removal has attracted wide attention in recent years.

Generative Adversarial Network

A Neural Multi-digraph Model for Chinese NER with Gazetteers

1 code implementation • ACL 2019 • Ruixue Ding, Pengjun Xie, Xiaoyan Zhang, Wei Lu, Linlin Li, Luo Si

Gazetteers were shown to be useful resources for named entity recognition (NER).

named-entity-recognition Named Entity Recognition +1