Dasol Choi

According to our database, Dasol Choi authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting.

Dasol Choi, Dongbin Na

CoRR, 2024

DMR: Disentangling Marginal Representations for Out-of-Distribution Detection.

Dasol Choi, Dongbin Na

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Efficient Machine Unlearning with Data Augmentation: Guided Loss-Increasing (GLI) to Prevent the Catastrophic Model Utility Drop.

Dasol Choi, Soora Choi, Eunsun Lee, Jinwoo Seo, Dongbin Na

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Towards Reliable AI Model Deployments: Multiple Input Mixup for Out-of-Distribution Detection.

Dasol Choi, Dongbin Na

CoRR, 2023

Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems.

Dasol Choi, Dongbin Na

CoRR, 2023

Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online Services.

Dasol Choi, Jooyoung Song, Eunsun Lee, Jinwoo Seo, Heejune Park, Dongbin Na

CoRR, 2023