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Woncheol Shin

2 accepted papers

2023

Exploration Into Translation-Equivariant Image Quantization

ICASSP 2023accepted

This is an exploratory study that discovers the current image quantization (vector quantization) do not satisfy translation equivariance in the quantized space due to aliasing. Instead of focusing on anti-aliasing, we propose a simple yet effective way to achieve translation-equivariant image quanti…

Cited by 0SourceScholar
2022

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records

NeurIPS 2022accept

We present a new text-to-SQL dataset for electronic health records (EHRs). The utterances were collected from 222 hospital staff, including physicians, nurses, insurance review and health records teams, and more. To construct the QA dataset on structured EHR data, we conducted a poll at a university…