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CVHub · 微信公众号·· 2026-06-29AI score58

Explaining LocateAnything's PBD Parallel Box Decoding Mechanism

Summary

The article explains LocateAnything's Parallel Box Decoding (PBD) mechanism, which treats a complete bounding box as a generation atom of length 6, predicting the class and four coordinates in parallel in a single model forward pass, while blocks remain autoregressive between one another.

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Source: CVHub · 微信公众号 · mp.weixin.qq.com