Concepedia

Sangmin Bae

SB

11

Publications

305

Citations

10

H-Index

2019

Active since

Affiliations

Korea Advanced Institute of Science and Technology(Current)

Kootenay Association for Science & Technology

Kyungpook National University

Sungkyunkwan University

SMART Reading

Sangmin Bae is an author at Korea Advanced Institute of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceDeep LearningComputer VisionPattern RecognitionBusinessImage AnalysisMachine VisionComputer Science

Publications per year

2019–2024

11

Publications

11

MixCo: Mix-up Contrastive Learning for Visual Representation

Sungnyun Kim, Gihun Lee, Sangmin Bae et al. · arXiv (Cornell University) · 2020 · 54 citations · Full text

Few-shot Learning, Engineering, Machine Learning +17

Patch-Mix Contrastive Learning with Audio Spectrogram Transformer on Respiratory Sound Classification

Sangmin Bae, June-Woo Kim, Won-Yang Cho et al. · 2023 · 51 citations

Engineering, Machine Learning, Straightforward Patch-mix Augmentation +22

Preservation of the Global Knowledge by Not-True Distillation in Federated Learning

Gihun Lee, Minchan Jeong, Yongjin Shin et al. · arXiv (Cornell University) · 2021 · 44 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Indoor Positioning System: A New Approach Based on LSTM and Two Stage Activity Classification

Ghulam Hussain, Muhammad Shahid Jabbar, Jun‐Dong Cho et al. · Electronics · 2019 · 38 citations · Full text

Location Tracking, Engineering, Machine Learning +16

Demand Forecasting Based on Machine Learning for Mass Customization in Smart Manufacturing

Myungsoo Kim, Jongpil Jeong, Sangmin Bae · 2019 · 24 citations

Business Forecasting, Engineering, Machine Learning +21

Rows per page

1–5 of 11