Balancing Saliency and Coverage: Semantic Prominence-Aware Budgeting for Visual Token Compression in VLMs

Balancing Saliency and Coverage: Semantic Prominence-Aware Budgeting for Visual Token Compression in VLMs | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/balancing-saliency-and-coverage-semantic-prominence-aware-budgeting-for-visual-token-compression-in-vlms

stale

Proof freshness: stale
Proof status: partial
Display score: 3/10
Last proof check: 2026-03-18
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 50%

This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.

Agent Handoff

Canonical ID balancing-saliency-and-coverage-semantic-prominence-aware-budgeting-for-visual-token-compression-in-vlms | Route /signal-canvas/balancing-saliency-and-coverage-semantic-prominence-aware-budgeting-for-visual-token-compression-in-vlms

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/balancing-saliency-and-coverage-semantic-prominence-aware-budgeting-for-visual-token-compression-in-vlms

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Balancing Saliency and Coverage: Semantic Prominence-Aware Budgeting for Visual Token Compression in VLMs

PDF: https://arxiv.org/pdf/2603.14892v1

Repository: https://github.com/jayaylee/PromPrune

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-18T22:54:39.631Z

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Not build-ready: Balancing Saliency and Coverage: Semantic Prominence-Aware Budgeting for Visual Token Compression in VLMs

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Subject: Balancing Saliency and Coverage: Semantic Prominence-Aware Budgeting for Visual Token Compression in VLMs

Balancing Saliency and Coverage: Semantic Prominence-Aware Budgeting for Visual Token Compression in VLMs

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