Sungmin Cha

Toward a unified framework for interpreting machine-learning models in neuroimaging

Lada Kohoutová, Juyeon Heo, Sungmin Cha et al. · Nature Protocols · 2020 · 172 citations · Full text

Machine-learning Models, Engineering, Neuroimaging Modality +12

Uncertainty-based Continual Learning with Adaptive Regularization

Hongjoon Ahn, Sungmin Cha, Dong-Gyu Lee et al. · arXiv (Cornell University) · 2019 · 93 citations · Full text

Artificial Intelligence, Incremental Learning, Adaptive Regularization +15

Fully Convolutional Pixel Adaptive Image Denoiser

Sungmin Cha, Taesup Moon · 2019 · 55 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Continual Learning with Node-Importance based Adaptive Group Sparse\n Regularization

Sangwon Jung, Hongjoon Ahn, Sungmin Cha et al. · arXiv (Cornell University) · 2020 · 44 citations · Full text

Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Joel Jang, Dongkeun Yoon, Sohee Yang et al. · 2023 · 44 citations · Full text

Privacy Protection, Engineering, Information Security +20