Hwanjun Song
Korea Advanced Institute of Science and Technology(KR)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Machine Learning and Data Classification, Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Learning From Noisy Labels With Deep Neural Networks: A Survey(2022)1,079 cited
- SELFIE: Refurbishing Unclean Samples for Robust Deep Learning(2019)
- → RP-DBSCAN(2018)57 cited
- → ViDT: An Efficient and Effective Fully Transformer-based Object Detector(2021)46 cited
- → PAMAE(2017)41 cited
- → Generating Instance-level Prompts for Rehearsal-free Continual Learning(2023)41 cited
- → Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective(2021)40 cited
- → Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection(2024)35 cited
- → Dataset Condensation via Efficient Synthetic-Data Parameterization(2022)35 cited