UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy

UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/uniicl-systematizing-unified-multimodal-in-context-learning-through-a-capability-oriented-taxonomy

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-03-27
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 50%

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Agent Handoff

Canonical ID uniicl-systematizing-unified-multimodal-in-context-learning-through-a-capability-oriented-taxonomy | Route /signal-canvas/uniicl-systematizing-unified-multimodal-in-context-learning-through-a-capability-oriented-taxonomy

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/uniicl-systematizing-unified-multimodal-in-context-learning-through-a-capability-oriented-taxonomy

MCP example

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    "mode": "paper",
    "paper_ref": "uniicl-systematizing-unified-multimodal-in-context-learning-through-a-capability-oriented-taxonomy",
    "query_text": "Summarize UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy"
  }
}

source_context

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  "mode": "paper",
  "query": "UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy",
  "normalized_query": "2603.24690",
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  "benchmark_ref": null,
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}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy

PDF: https://arxiv.org/pdf/2603.24690v1

Repository: https://github.com/xuyicheng-zju/UniICL

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-27T20:30:31.872Z

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Ready for execution: UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy

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Subject: UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy

Verdict

UniICL: Systematizing Unified Multimodal In-context Learning through a Capability-Oriented Taxonomy

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