Search Results for author: Hoan Nguyen

Found 6 papers, 2 papers with code

Shape-Sensitive Loss for Catheter and Guidewire Segmentation

no code implementations19 Nov 2023 Chayun Kongtongvattana, Baoru Huang, Jingxuan Kang, Hoan Nguyen, Olajide Olufemi, Anh Nguyen

By computing the cosine similarity between these feature vectors, we gain a nuanced understanding of image similarity that goes beyond the limitations of traditional overlap-based measures.

The balancing principle for parameter choice in distance-regularized domain adaptation

1 code implementation NeurIPS 2021 Werner Zellinger, Natalia Shepeleva, Marius-Constantin Dinu, Hamid Eghbal-zadeh, Hoan Nguyen, Bernhard Nessler, Sergei Pereverzyev, Bernhard A. Moser

Our approach starts with the observation that the widely-used method of minimizing the source error, penalized by a distance measure between source and target feature representations, shares characteristics with regularized ill-posed inverse problems.

Unsupervised Domain Adaptation

Does BLEU Score Work for Code Migration?

no code implementations12 Jun 2019 Ngoc Tran, Hieu Tran, Son Nguyen, Hoan Nguyen, Tien N. Nguyen

In this paper, we conducted an empirical study on BLEU score to (in)validate its suitability for the code migration task due to its inability to reflect the semantics of source code.

Machine Translation Translation

Recovering Variable Names for Minified Code with Usage Contexts

no code implementations8 Jun 2019 Hieu Tran, Ngoc Tran, Son Nguyen, Hoan Nguyen, Tien Nguyen

JSNeat follows a data-driven approach to recover names by searching for them in a large corpus of open-source JS code.

Information Retrieval Retrieval

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