Search Results for author: Jangwon Suh

Found 3 papers, 2 papers with code

Enhancing Contrastive Learning with Efficient Combinatorial Positive Pairing

no code implementations11 Jan 2024 Jaeill Kim, Duhun Hwang, Eunjung Lee, Jangwon Suh, Jimyeong Kim, Wonjong Rhee

In the past few years, contrastive learning has played a central role for the success of visual unsupervised representation learning.

Contrastive Learning Representation Learning

Evaluating Feature Attribution Methods for Electrocardiogram

1 code implementation23 Nov 2022 Jangwon Suh, Jimyeong Kim, Euna Jung, Wonjong Rhee

The performance of cardiac arrhythmia detection with electrocardiograms(ECGs) has been considerably improved since the introduction of deep learning models.

Arrhythmia Detection

Improving Bi-encoder Document Ranking Models with Two Rankers and Multi-teacher Distillation

1 code implementation11 Mar 2021 Jaekeol Choi, Euna Jung, Jangwon Suh, Wonjong Rhee

When monoBERT is used as the cross-encoder teacher, together with either TwinBERT or ColBERT as the bi-encoder teacher, TRMD produces a student bi-encoder that performs better than the corresponding baseline bi-encoder.

Document Ranking

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