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cs.CV2026
Domain Incremental Learning for Pandemic-Resilient Chest X-Ray Analysis
Danu Kim
Deep learning models achieved high accuracy in pneumonia detection from chest X-rays. However, their generalization across clinical domains remains limited due to variations in ima…
cs.CV2024
GreenEye: Development of Real-Time Traffic Signal Recognition System for Visual Impairments
Danu Kim
Recognizing a traffic signal, determining if the signal is green or red, and figuring out the time left to cross the crosswalk are significant challenges to visually impaired peopl…
cs.CV2020★ 9 cited
Improving Unsupervised Image Clustering With Robust Learning
Sungwon Park, Sungwon Han, Sundong Kim +4
Unsupervised image clustering methods often introduce alternative objectives to indirectly train the model and are subject to faulty predictions and overconfident results. To overc…