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20232026
most citedThreshold-Consistent Margin Loss for Open-World Deep Metric Learning

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cs.CV2025

Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels

Yongshuo Zong, Qin Zhang, Dongsheng An +6

This work presents a simple yet effective workflow for automatically scaling instruction-following data to elicit pixel-level grounding capabilities of VLMs under complex instructi…