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News/Generalized Decoupled Learning for Enhancing Open-Vocabulary Dense Perception
arxiv
PublishedOctober 27, 2026 at 4:00 AM

Generalized Decoupled Learning for Enhancing Open-Vocabulary Dense Perception

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arXiv:2508.11256v2 Announce Type: replace-cross Abstract: Dense visual perception tasks have been constrained by their reliance on predefined categories, limiting their applicability in real-world scenarios where visual concepts are unbounded. While Vision-Language Models (VLMs) like CLIP have shown

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