Na, Dongbin
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems
2023/11/03 by Dasol Choi, Choi, Dasol, Dongbin Na +1 · 7 citations
Computer Science · Psychology · #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Unrestricted Black-box Adversarial Attack Using GAN with Limited Queries
2022/08/24 by Dongbin Na, Na, Dongbin, Sangwoo Ji +3 · 5 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- HOD: A Benchmark Dataset for Harmful Object Detection
2023/10/08 by Eungyeom Ha, Ha, Eungyeom, Heemook Kim +5 · 5 citations
Computer Science · Medicine · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #HIV, Drug Use, Sexual Risk
- Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting
2024/09/23 by Dasol Choi, Dongbin Na, Choi, Dasol +1 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
- Key Feature Replacement of In-Distribution Samples for Out-of-Distribution Detection
2022/12/26 by Jaeyoung Kim, Seo Taek Kong, Kim, Jaeyoung +5 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- New Benchmarks for Asian Facial Recognition Tasks: Face Classification with Large Foundation Models
2023/10/15 by Jin-Woo Seo, Soora Choi, Seo, Jinwoo +7 · 2 citations
Computer Science · Social Sciences · #China's Ethnic Minorities and Relations #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis
- Bag of Tricks for In-Distribution Calibration of Pretrained Transformers
2023/02/13 by Jaeyoung Kim, Kim, Jaeyoung, Dongbin Na +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
- Problem-Solving Guide: Predicting the Algorithm Tags and Difficulty for Competitive Programming Problems
2023/10/09 by Juntae Kim, Kim, Juntae, Eun‐Jung Cho +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Online Learning and Analytics #Software Engineering Research #Software Engineering Techniques and Practices
- KoMultiText: Large-Scale Korean Text Dataset for Classifying Biased Speech in Real-World Online Services
2023/10/06 by Dasol Choi, Joo-Young Song, Choi, Dasol +9 · 1 citation
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Sentiment Analysis and Opinion Mining #Social Media and Politics