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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Wei-Lun Tseng

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Open access Jul 2026

Uncertainty-Guided Adaptive Knowledge Distillation for Lightweight Cross-Domain Object Detection

This article introduces Uncertainty-Guided Adaptive Knowledge Distillation (UGAKD), a novel framework designed to enhance UDA while simultaneously reducing model size through targeted knowledge distillation and proposing a two-stage, difficulty-aware training scheme to facilitate learning.

Wei-Lun Tseng, Yi-Lun Wu, Yung-Hui Li et al. · 0 citations

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