Search Results for author: Junha Kim

Found 2 papers, 1 papers with code

Enhancing Breast Cancer Risk Prediction by Incorporating Prior Images

no code implementations28 Mar 2023 Hyeonsoo Lee, Junha Kim, Eunkyung Park, Minjeong Kim, Taesoo Kim, Thijs Kooi

Recently, deep learning models have shown the potential to predict breast cancer risk and enable targeted screening strategies, but current models do not consider the change in the breast over time.

Learning to Adapt to Unseen Abnormal Activities under Weak Supervision

1 code implementation25 Mar 2022 Jaeyoo Park, Junha Kim, Bohyung Han

We present a meta-learning framework for weakly supervised anomaly detection in videos, where the detector learns to adapt to unseen types of abnormal activities effectively when only video-level annotations of binary labels are available.

Meta-Learning Missing Labels +2

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