Hwanjun Song - Concepedia

Author

Hwanjun Song

Korea Advanced Institute of Science and Technology ORCID

Also Known As

H Song, Hwan-Jun Song, Hwanjun Song, Park, Jeman, Song, Hwanjun

Publications

Citations

H-Index

Concepts

All Affiliations

Korea Advanced Institute of Science and Technology Naver (South Korea)Kootenay Association for Science & Technology Seoul National University Pohang University of Science and Technology

About

Hwanjun Song is an author at Korea Advanced Institute of Science and Technology specializing in computer science, engineering, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	14	16	1.7K
2	Computer Science	14	15	1.7K
3	Computer Engineering	3	3	114
4	Education	2	2	61
5	Public Health	1	1	28

Hwanjun Song

Publications

1.9K

Citations

H-Index

Page 1

	Year	Citations
Learning From Noisy Labels With Deep Neural Networks: A Survey Hwanjun Song, Minseok Kim, Dongmin Park, IEEE Transactions on Neural Networks and Learning Systems Artificial IntelligenceEngineeringMachine LearningData ScienceFeature Learning	2022	1.1K
SELFIE: Refurbishing Unclean Samples for Robust Deep Learning Hwanjun Song, Minseok Kim, Jae-Gil Lee International Conference on Machine Learning Machine VisionMachine LearningEngineeringRobust Deep LearningComputer Science	2019	196
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song, Minseok Kim, Dongmin Park, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningData ScienceFeature Learning	2020	91
RP-DBSCAN Hwanjun Song, Jae-Gil Lee Cluster ComputingEngineeringGlobal ClusteringPseudo Random PartitioningDistributed Data Analytics	2018	57
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Hwanjun Song, Sun Deqing, Sanghyuk Chun, arXiv (Cornell University) Convolutional Neural NetworkMachine VisionImage AnalysisMachine LearningEngineering	2021	46
PAMAE Hwanjun Song, Jae-Gil Lee, Wook-Shin Han Cluster ComputingEngineeringBig Data AnalyticsBig Data IndexingMap-reduce	2017	40
Data Collection and Quality Challenges in Deep Learning: A Data-Centric AI Perspective Steven Euijong Whang, Yuji Roh, Hwanjun Song, arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolData Science	2021	39
Generating Instance-level Prompts for Rehearsal-free Continual Learning Dahuin Jung, Dongyoon Han, Jihwan Bang, Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningPrompt Pool	2023	37
Dataset Condensation via Efficient Synthetic-Data Parameterization Jang-Hyun Kim, Jinuk Kim, Sangdoo Yun, arXiv (Cornell University) Structured PredictionNovel Condensation FrameworkEngineeringMachine LearningDataset Condensation	2022	35
Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly Detection Youngeun Nam, Susik Yoon, Yooju Shin,	2024	32

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