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Jaegle et al.: query-based structured outputs from latent attention models

Contribution grade

Structured multimodal input-output architectures · Human-designed research method or resource

Reference score120,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Extended Perceiver with learned output queries that read the latent representation to produce structured outputs of varying size and semantics while retaining decoupled latent processing.

Scientific scope

Extended Perceiver with learned output queries that read the latent representation to produce structured outputs of varying size and semantics while retaining decoupled latent processing. Original Perceiver and query attention are inherited. Input/output linear scaling is at fixed latent architecture and excludes unconstrained growth of latent capacity.

Evidence

The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Original Perceiver and query attention are inherited. Input/output linear scaling is at fixed latent architecture and excludes unconstrained growth of latent capacity.

Contributors

Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.

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