A Study on the Importance of When to Use Data Augmentation in Deep Reinforcement Learning

Byungchan Ko ,  Jungseul Ok

한국정보과학회 학술발표논문집

2021 .12

개체명 인식을 위한 MixUp 기반 교차 일관성 학습

윤건식 ,  고다희 ,  이종태

대한산업공학회 춘계공동학술대회 논문집

2022 .06

Data augmentation for estimating pedestrian indoor moving distance

Oh Ji Soo ,  Kim Seungku

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2021 .06

Data Augmentation of WiFi CSI Data for Deep-Learning-Based People Counting

Kim Yeon Ju ,  Kim Seungku

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2021 .02

Dataset for Machine Learning using Image Data Augmentation

Yu-Jin So ,  Kyuchang Kang

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2023 .02

Comparison of U-Net’s building detection performance according to spatial data augmentation methods

Yoo ,  Suhong

Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography

2025 .02

A Study on the text data augmentation by adverbs of degree for text classification tasks

Jihwan Kim ,  Wonik Cho ,  Dongjune Lee and others 1

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2022 .02

Improving Imbalanced Chest X-ray Classification Accuracy by Combining Mixup and Weakly Supervised Learning

Minkyu Pa ,  k ,  Juntae Kim

한국정보과학회 학술발표논문집

2020 .12

Operational data augmentation for model performance improvement in digital twin –enabled building systems

Youngwoong Choi ,  Sungmin Yoon

대한설비공학회 학술발표대회논문집

2023 .06

UWB Data Augmentation for Deep Learning-based Person Identification

Seonghyun Ban ,  Seunghyun Kim ,  Seunghwan Shin and others 2

한국정보과학회 학술발표논문집

2021 .06

적은 자원의 흉부 X-ray 분류 성능 향상을 위한 데이터 증강과 결합한 약지도 학습

Minkyu Pa ,  k ,  Juntae Kim

Journal of KIISE

2021 .09

Pre-training with Augmentation Data in Deep Learning Model

HyukJu Kim ,  ChaeYoung Bang ,  DongSu Lee and others 2

한국정보과학회 학술발표논문집

2021 .06

Curriculum Learning-based Image Data Augmentation for Enhancing Image Classification Models

Juhwan Choi ,  YoungBin Kim

한국방송미디어공학회 학술발표대회 논문집

2024 .06

A Study on Application of Time Series Data Enhancement Technique and Performance Evaluation using Generative Adversarial Neural Network (GAN)

ChangHyun Lee ,  DongHun Shin ,  HoSeok Jeon and others 3

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2021 .06

A study on performance comparison of intent classification learning model using on the text data augmentation

Junho Shin ,  Jungsoo Shin ,  Yeohoon Yoon and others 1

한국정보과학회 학술발표논문집

2021 .06