Bridging domain gaps in CNNs: a comprehensive approach with adaptation and randomization strategies
Metric-based methods are promising approaches to domain adaptation, aiming to align the marginal distributions of different domains with similar conditional distributions. In traditional approaches, the metric function is manually designed to measure the distance across domains. Adversarial methods...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
ELS Publishing (ELSP)
2024-07-01
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| Series: | Artificial Intelligence and Autonomous Systems |
| Subjects: | |
| Online Access: | https://elsp-homepage.oss-cn-hongkong.aliyuncs.compaper/journal/open/AIAS/2024/aias20240003.pdf |
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