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Author

Ho-Joong Kim

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#artificial intelligence Open access Sep 2026

InterHier: Learning Interconnected Hierarchical Semantics for Open-Vocabulary Object Detection

InterHier utilizes a prepended learnable context to globally guide the interpretation of prompts containing hierarchical relationships and offers high versatility and allows for seamless integration into existing OVD models.

Yeong-Jin Kim, Ho-Joong Kim, Seong-Whan Lee · 0 citations
Preprint Jul 2026

DiCE-CIR: Direct Composition Learning for Efficient Zero-Shot Composed Image Retrieval

DiCE-CIR is proposed, a direct composition learning method that predicts composed query representations by directly composing a reference image and an edit text and achieves state-of-the-art performance on CIRCO and competitive performance on CIRR while maintaining high computational efficiency.

Gwang-Ho Na, Ho-Joong Kim, Seong-Whan Lee · 0 citations

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