Dongbin Na

25 papers A* 3Misc 1Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting.
AAAI
Dasol Choi, Dongbin Na
2024 — conf
DMR: Disentangling Marginal Representations for Out-of-Distribution Detection.
CVPR Workshops
Dasol Choi, Dongbin Na
2024 J jnl
Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting.
CoRR
Dasol Choi, Dongbin Na
2024 — conf
HOD: New Harmful Object Detection Benchmarks for Robust Surveillance.
WACV (Workshops)
Eungyeom Ha, Heemook Kim, Dongbin Na
2024 — conf
Self-Accumulative Vision Transformer for Bone Age Assessment Using the Sauvegrain Method.
ECCV Workshops (19)
Hongjun Choi, Dongbin Na, Kyungjin Cho, Byunguk Bae, Seo Taek Kong, Hyunjoon Ahn, Sungchul Choi, Jaeyoung Kim
2024 — conf
Towards Efficient Machine Unlearning with Data Augmentation: Guided Loss-Increasing (GLI) to Prevent the Catastrophic Model Utility Drop.
CVPR Workshops
Dasol Choi, Soora Choi, Eunsun Lee, Jinwoo Seo, Dongbin Na
2023 J jnl
A New Korean Text Classification Benchmark for Recognizing the Political Intents in Online Newspapers.
CoRR
Beomjune Kim, Eunsun Lee, Dongbin Na
2023 — conf
Bag of Tricks for In-Distribution Calibration of Pretrained Transformers.
EACL (Findings)
Jaeyoung Kim, Dongbin Na, Sungchul Choi, Sungbin Lim
2023 J jnl
Bag of Tricks for In-Distribution Calibration of Pretrained Transformers.
CoRR
Jaeyoung Kim, Dongbin Na, Sungchul Choi, Sungbin Lim
2023 J jnl
HOD: A Benchmark Dataset for Harmful Object Detection.
CoRR
Eungyeom Ha, Heemook Kim, Sung Chul Hong, Dongbin Na
2023 A* conf
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection.
AAAI
Jaeyoung Kim, Seo Taek Kong, Dongbin Na, Kyu-Hwan Jung
2023 J jnl
Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection.
CoRR
Jaeyoung Kim, Seo Taek Kong, Dongbin Na, Kyu-Hwan Jung
2023 J jnl
Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online Services.
CoRR
Dasol Choi, Jooyoung Song, Eunsun Lee, Jinwoo Seo, Heejune Park, Dongbin Na
2023 J jnl
New Benchmarks for Asian Facial Recognition Tasks: Face Classification with Large Foundation Models.
CoRR
Jinwoo Seo, Soora Choi, Eungyeom Ha, Beomjune Kim, Dongbin Na
2023 J jnl
Problem-Solving Guide: Predicting the Algorithm Tags and Difficulty for Competitive Programming Problems.
CoRR
Juntae Kim, Eunjung Cho, Dongwoo Kim, Dongbin Na
2023 — conf
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers.
ACL (Findings)
Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi
2023 J jnl
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers.
CoRR
Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi
2023 J jnl
Self-accumulative Vision Transformer for Bone Age Assessment Using the Sauvegrain Method.
CoRR
Hongjun Choi, Dongbin Na, Kyungjin Cho, Byunguk Bae, Seo Taek Kong, Hyunjoon An
2023 J jnl
Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems.
CoRR
Dasol Choi, Dongbin Na
2023 J jnl
Towards Reliable AI Model Deployments: Multiple Input Mixup for Out-of-Distribution Detection.
CoRR
Dasol Choi, Dongbin Na
2022 A* conf
A Neural Pre-Conditioning Active Learning Algorithm to Reduce Label Complexity.
NeurIPS
Seo Taek Kong, Soomin Jeon, Dongbin Na, Jaewon Lee, Hong-Seok Lee, Kyu-Hwan Jung
2022 J jnl
Defending against attacks tailored to transfer learning via feature distancing.
Comput. Vis. Image Underst.
Sangwoo Ji, Namgyu Park, Dongbin Na, Bin Zhu, Jong Kim
2022 — conf
Unrestricted Black-Box Adversarial Attack Using GAN with Limited Queries.
ECCV Workshops (1)
Dongbin Na, Sangwoo Ji, Jong Kim
2022 J jnl
Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries.
CoRR
Dongbin Na, Sangwoo Ji, Jong Kim
2020 Misc conf
CAPTCHAs Are Still in Danger: An Efficient Scheme to Bypass Adversarial CAPTCHAs.
WISA
Dongbin Na, Namgyu Park, Sangwoo Ji, Jong Kim