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Author

Shu-Pan Li

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Preprint Oct 2026

FocusOVD: Geometric and Contextual Feature Refinement for Open-Vocabulary Small-Object Detection

Open-vocabulary object detection aims to detect both seen and unseen categories by leveraging the semantic knowledge of vision-language models. However, existing methods often struggle with small objects due to insufficient preservation of high-resolution details, ineffective information aggregation across feature leve...

Han-Lin Kou, Bei-Qi Bai, Li Chen et al. · 0 citations
Aug 2026

Multimodal Domain Generalization via Adaptive Dual-Objective Feature Learning

Adaptive Dual-Objective Feature Learning for Multimodal Domain Generalization (ADMMDG), a framework that separates feature learning into two complementary components: features that capture shared patterns with both modality and domain invariance, and modality specific features that preserve the unique characteristics o...

Hongzhao Li, Siwei Liu, Guohao Shen et al. · 0 citations

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