WEB OF SCIENCE
SCOPUS
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.advisor | 장진호 | - |
| dc.contributor.author | Seong Gyeom Kim | - |
| dc.date.accessioned | 2025-03-04T10:26:57Z | - |
| dc.date.available | 2025-03-04T10:26:57Z | - |
| dc.date.issued | 2025 | - |
| dc.identifier.uri | http://hdl.handle.net/20.500.11750/58098 | - |
| dc.identifier.uri | http://dgist.dcollection.net/common/orgView/200000839746 | - |
| dc.description | Machine Learning | - |
| dc.description.tableofcontents | Ⅰ. Introduction 1 Introduction 1 ⅠI. Related work 2.1 Pseudo-label 3 2.2 Reinforcement learning 4 ⅠII. Method 3.1 Pre-trained teacher model optimize and pseudo labeling 8 3.2 Training data sampling by contribution 9 3.2.1 Task predictor optimization 9 3.2.2 Controller optimization 10 3.3 The reinforcement learning algorithm 10 3.4 Data contribution evaluation using reinforcement learning 14 IV. Experiments 4.1 Implement details 15 4.2 Result 17 4.2.1 SSL with selected data 17 4.2.2 Analysis 19 4.2.3 Discussion 20 V. Conclusion 5 Conclusion 22 |
- |
| dc.format.extent | 27 | - |
| dc.language | eng | - |
| dc.publisher | DGIST | - |
| dc.title | MPS: Metric-aware Pseudo-label Selection Framework via Reinforcement Learning | - |
| dc.type | Thesis | - |
| dc.identifier.doi | 10.22677/THESIS.200000839746 | - |
| dc.description.degree | Master | - |
| dc.contributor.department | Artificial Intelligence Major | - |
| dc.identifier.bibliographicCitation | Seong Gyeom Kim. (2025). MPS: Metric-aware Pseudo-label Selection Framework via Reinforcement Learning. doi: 10.22677/THESIS.200000839746 | - |
| dc.contributor.coadvisor | Sung Hoon Im | - |
| dc.date.awarded | 2025-02-01 | - |
| dc.publisher.location | Daegu | - |
| dc.description.database | dCollection | - |
| dc.citation | XT.AM 김54 202502 | - |
| dc.date.accepted | 2025-01-20 | - |
| dc.contributor.alternativeDepartment | 학제학과인공지능전공 | - |
| dc.subject.keyword | Machine Learning | - |
| dc.contributor.affiliatedAuthor | Seong Gyeom Kim | - |
| dc.contributor.affiliatedAuthor | Jin Ho Chang | - |
| dc.contributor.affiliatedAuthor | Sung Hoon Im | - |
| dc.contributor.alternativeName | 김성겸 | - |
| dc.contributor.alternativeName | Jin Ho Chang | - |
| dc.contributor.alternativeName | 임성훈 | - |
| dc.rights.embargoReleaseDate | 2027-02-28 | - |
