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Open access Sep 2026

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

Universal Domain Adaptive Object Detection (UniDAOD) addresses domain shifts in open-world scenarios without assuming pre-defined shared categories between source and target domains. Despite progress in this field, existing methods rely heavily on thresholding techniques to filter private category samples, which introd...

Yuan-Fan Zheng, Jin-Lin Wu, Wu-Yang Li et al. · 0 citations
Sep 2026

Integrating Clinically-Aligned Chain-of-Thought Reasoning for Radiology Report Generation.

Automated radiology report generation holds significant potential to improve diagnostic accuracy and accelerate clinical workflows. However, current methods fail to capture nuanced reasoning patterns of radiologists due to their limited modeling of the complex diagnostic logic. To this end, we propose integrating Clini...

Yan Yang, Jia-Mei Sun, Zhou Yu et al. · 0 citations

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