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

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Yuan-Fan Zheng

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Open access Sep 2026

Sampling-Free Universal Domain Adaptive Object Detection with Synergistic Optimization Alignment

Synergistic Optimization Alignment Alignment (SOA) is proposed, a sampling-free framework that tackles two challenges inherent in UniDAOD: multi-scale discriminator discrepancy and task-dominant gradient conflict.

Yuan-Fan Zheng, Jin-Lin Wu, Wu-Yang Li et al. · 0 citations

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