Search Results for author: Boran Hao

Found 4 papers, 1 papers with code

Attention Hybrid Variational Net for Accelerated MRI Reconstruction

no code implementations21 Jun 2023 Guoyao Shen, Boran Hao, Mengyu Li, Chad W. Farris, Ioannis Ch. Paschalidis, Stephan W. Anderson, Xin Zhang

However, the drawback of these structures is that they are not fully utilizing the information from both domains (k-space and image).

MRI Reconstruction

Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers

no code implementations15 Oct 2022 Ruidi Chen, Boran Hao, Ioannis Ch. Paschalidis

We develop a Distributionally Robust Optimization (DRO) formulation for Multiclass Logistic Regression (MLR), which could tolerate data contaminated by outliers.

Distributionally Robust Multiclass Classification and Applications in Deep Image Classifiers

no code implementations27 Sep 2021 Ruidi Chen, Boran Hao, Ioannis Paschalidis

We develop a Distributionally Robust Optimization (DRO) formulation for Multiclass Logistic Regression (MLR), which could tolerate data contaminated by outliers.

Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base

1 code implementation COLING 2020 Boran Hao, Henghui Zhu, Ioannis Paschalidis

Domain knowledge is important for building Natural Language Processing (NLP) systems for low-resource settings, such as in the clinical domain.

Language Modelling Natural Language Inference

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