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Ho-Joong Kim

2 papers indexed

arxivcs.CV2026-07-06

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

Gwang-Ho Na, Ho-Joong Kim, Seong-Whan Lee

Zero-shot composed image retrieval (ZS-CIR) aims to retrieve a target image from a multimodal query consisting of a reference image and an edit text describing the desired modification. Recent ZS-CIR studies have relied on projection-based methods that map a reference image into…

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arxivcs.CVcs.AI2026-07-02

ProCal: Inference-Time Proposal Calibration for Open-Vocabulary Object Detection

Jae-Ryung Hong, Ho-Joong Kim, Seong-Whan Lee

Open-vocabulary object detection aims to localize and classify objects beyond the fixed set of categories seen dur ing training. Recent open-vocabulary object detection methods improve localization and classification for unseen categories by leveraging a frozen VLM as a detector…

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