and Sheikh, Mohd Raashid , title =

Aziz, Hassan, James, Tayler, Remulla, Daphne, Sher, Linda, Genyk, Yuri, Sullivan, Maura E · 2021 · DOI 10.1016/j.jsurg.2020.07.037

1 Pith paper cite this work. Polarity classification is still indexing.

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cs.CV · 2026-08-02 · conditional · novelty 6.0

Slot2Text shows that nine region-bearing slot tokens, not hundreds of patch tokens, can support competitive surgical VQA and spatial grounding.

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Slot2Text: Object-Centric Visual Tokenization for Efficient and Spatially Traceable Surgical MLLMs cs.CV · 2026-08-02 · conditional · none · ref 6
Slot2Text shows that nine region-bearing slot tokens, not hundreds of patch tokens, can support competitive surgical VQA and spatial grounding.