ETRI Knowledge Sharing Platform : Ran Han

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Ran Han

Department: Integrated Intelligence Research Section

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KSP Keywords: Self-Improving Artificial Intelligence System Multi-Agent Reinforcement Learning Predator-Prey Natural Gradient State-Of-The-Art Reward-Based Task-Oriented Automatic Evaluation Complex Dynamics High Dimension Language Model Explore Action Starcraft Ii Neural Network Text Image Transformer Model Joint Action Analytical Approach Accuracy Evaluation Evaluation Technique Fusion Approach Learning Curve Action Selection Multimodal Dataset Multi-Agent System(MAS) Efficient Exploration Multimodal Fusion Item Recommendation Evaluation Method Conversational Agents Estimation Technique

Articles (9)
Patents (2)
Technology Transfer (10)
R&D Reports (3)
Standards (0)
Monographs/Talk (0)

논문 검색결과
Type	Year	Title	Cited
Journal	2024	MuDE: Multi-Agent Decomposed Reward-Based Exploration Byunghyun Yoo Neural Networks, v.179, pp.1-13	0
Journal	2024	Dialog‐based multi‐item recommendation using automatic evaluation Euisok Chung ETRI Journal, v.46, no.2, pp.277-289	0
Conference	2022	On fashion coordination dataset development and the corresponding continual learning systems 한란 한국소프트웨어 종합 학술 대회 2022, pp.719-721
Conference	2022	Learning to Embed Multi-Modal Contexts for Situated Conversational Agents Haeju Lee, Oh Joon Kwon, Yunseon Choi Findings of the Association for Computational Linguistics: NAACL 2022, pp.813-830	8
Journal	2022	A Novel and Efficient Influence-Seeking Exploration in Deep Multiagent Reinforcement Learning Byunghyun Yoo IEEE Access, v.10, pp.47741-47753	6
Conference	2022	Tackling Situated Multi-Modal Task-Oriented Dialogs with a Single Transformer Model Haeju Lee, Oh Joon Kwon, Yunseon Choi AAAI DSTC10 Workshop 2022, pp.1-8
Conference	2021	Continual Learning by Using the One-class Learning based on the Class Similarity 한란 한국소프트웨어 종합 학술 대회 2021, pp.679-681
Conference	2021	Acceleration Performance Improvement of Deep Learning Optimizer Using Natural Gradient-based Preconditioner 송화전 한국컴퓨터 종합 학술대회 2021, pp.1-2
Conference	2020	Multiple output Neural Network based on Multi-Level Verification Learning 송화전 한국 컴퓨터 종합 학술 대회 2020, pp.551-552

특허 검색결과
Status	Year	Patent Name	Country	Family Pat.	KIPRIS
Registered	2020	온라인 베이지안 퓨샷 학습 방법 및 장치	KOREA
Registered	2020	신경망의 불확실성에 기반한 지식 증강 방법 및 장치	KOREA

기술이전 검색결과
Year	Technology	Transaction Count	Manager
2024	Korean - 12 Foreign Language Automatic Speech Tranalstion Technology	1	Yun Seung
2022	End-to-End Speech Recognition Technology Based on Real-Time Streaming(supporting Korean and 12 languages/foreign language education) and Speaker Diarization Technology(Ver. 1.3.)	9	Yun Seung
2021	End-to-End Speech Recognition Technology Based on Real-Time Streaming	8	Yun Seung
2020	End-to-End Speech Recognition Technology(supporting Korean and 12 languages/foreign language education) and Speaker Diarization Technology	21	Yun Seung
2020	On-device Non-native Speech Recognition System for Language Learning	1	Kiyoung Park
2019	Speech recognition-based pronunciation evaluation technology for foreign language learning(For Mobile Devices)	1	Jeon Hyung-Bae
2019	Server type speech recognition-based pronunciation evaluation technology for foreign language learning	3	Jeon Hyung-Bae
2019	Deep learning-based server-type speech recognition technology(Ver.2019)	10	Kiyoung Park
2018	Grapheme-to-phoneme conversion technology for speech recognition	1	Park Jeon Gue
2018	English speech database spoken by Korean	2	Park Jeon Gue

연구보고서 검색결과
Type	Year	Research Project	Primary Investigator
Annual Report	2021	Core Technology Research for Self-Improving Integrated Artificial Intelligence System	Hwa Jeon Song
Annual Report	2021	Core Technology Research for Self-Improving Integrated Artificial Intelligence System	Hwa Jeon Song
Annual Report	2019	Core Technology Research for Self-Improving Artificial Intelligence System	Hwa Jeon Song

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