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CASA: local text self-attention for visual fusion

Added local text-to-text attention within dedicated visual fusion layers, retaining cross-attention-like scaling while narrowing the tested performance gap to full visual-token insertion.

What is recorded here?

Added local text-to-text attention within dedicated visual fusion layers, retaining cross-attention-like scaling while narrowing the tested performance gap to full visual-token insertion.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Inherits cross-attention and blockwise attention. Efficiency and accuracy comparisons are configuration-dependent; continuous visual updates do not give unbounded visual memory. Original title uses via Self-Attention, unlike the later index title.

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People and systems

Moritz Böhle; Amelie Royer; Juliette Marrie; Edouard Grave; Patrick Pérez

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

CASA: local text self-attention for visual fusion

Added local text-to-text attention within dedicated visual fusion layers, retaining cross-attention-like scaling while narrowing the tested performance gap to full visual-token insertion.

Scientific scope

Inherits cross-attention and blockwise attention. Efficiency and accuracy comparisons are configuration-dependent; continuous visual updates do not give unbounded visual memory. Original title uses via Self-Attention, unlike the later index title.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Moritz Böhle; Amelie Royer; Juliette Marrie; Edouard Grave; Patrick Pérez

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources