Search Results for author: Minsung Kim

Found 5 papers, 0 papers with code

Is it Really Negative? Evaluating Natural Language Video Localization Performance on Multiple Reliable Videos Pool

no code implementations15 Aug 2023 Nakyeong Yang, Minsung Kim, Seunghyun Yoon, Joongbo Shin, Kyomin Jung

With the explosion of multimedia content in recent years, Video Corpus Moment Retrieval (VCMR), which aims to detect a video moment that matches a given natural language query from multiple videos, has become a critical problem.

Contrastive Learning Moment Retrieval +3

Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation

no code implementations23 May 2023 Minwoo Lee, Hyukhun Koh, Kang-il Lee, Dongdong Zhang, Minsung Kim, Kyomin Jung

In this paper, we specifically target the gender bias issue of multilingual machine translation models for unambiguous cases where there is a single correct translation, and propose a bias mitigation method based on a novel approach.

Contrastive Learning Machine Translation +1

Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity

no code implementations18 Oct 2022 Gitaek Kwon, Eunjin Kim, Sunho Kim, Seongwon Bak, Minsung Kim, Jaeyoung Kim

Recently, diabetic retinopathy (DR) screening utilizing ultra-wide optical coherence tomography angiography (UW-OCTA) has been used in clinical practices to detect signs of early DR.

Data Augmentation Ensemble Learning +2

Topological vertex for 6d SCFTs with $\mathbb{Z}_2$-twist

no code implementations4 Jan 2021 Hee-Cheol Kim, Minsung Kim, Sung-Soo Kim

We compute the partition function for 6d $\mathcal{N}=1$ $SO(2N)$ gauge theories compactified on a circle with $\mathbb{Z}_2$ outer automorphism twist.

High Energy Physics - Theory

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