Multimodal Dataset Distillation via Phased Teacher Models

Multimodal Dataset Distillation via Phased Teacher Models | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/multimodal-dataset-distillation-via-phased-teacher-models

stale

Proof freshness: stale
Proof status: partial
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%

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 multimodal-dataset-distillation-via-phased-teacher-models | Route /signal-canvas/multimodal-dataset-distillation-via-phased-teacher-models

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/multimodal-dataset-distillation-via-phased-teacher-models

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "multimodal-dataset-distillation-via-phased-teacher-models",
    "query_text": "Summarize Multimodal Dataset Distillation via Phased Teacher Models"
  }
}

source_context

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  "paper_ref": "multimodal-dataset-distillation-via-phased-teacher-models",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Multimodal Dataset Distillation via Phased Teacher Models

PDF: https://arxiv.org/pdf/2603.25388v1

Repository: https://github.com/Previsior/PTM-ST

Source count: Pending verification

Coverage: 50%

Last proof check: 2026-03-27T20:30:28.910Z

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Subject: Multimodal Dataset Distillation via Phased Teacher Models

Verdict

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Multimodal Dataset Distillation via Phased Teacher Models

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