Multimodal Distribution Matching for Vision-Language Dataset Distillation

Multimodal Distribution Matching for Vision-Language Dataset Distillation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/multimodal-distribution-matching-for-vision-language-dataset-distillation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-25
Score updated: 2026-05-25
Score fresh until: 2026-06-24
References: 0
Source count: 4
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-distribution-matching-for-vision-language-dataset-distillation | Route /signal-canvas/multimodal-distribution-matching-for-vision-language-dataset-distillation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/multimodal-distribution-matching-for-vision-language-dataset-distillation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "multimodal-distribution-matching-for-vision-language-dataset-distillation",
    "query_text": "Summarize Multimodal Distribution Matching for Vision-Language Dataset Distillation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Multimodal Distribution Matching for Vision-Language Dataset Distillation",
  "normalized_query": "2605.23482",
  "route": "/signal-canvas/multimodal-distribution-matching-for-vision-language-dataset-distillation",
  "paper_ref": "multimodal-distribution-matching-for-vision-language-dataset-distillation",
  "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 Distribution Matching for Vision-Language Dataset Distillation

PDF: https://arxiv.org/pdf/2605.23482v1

Repository: https://github.com/cvpr-org/author-kit

Source count: 4

Coverage: 50%

Last proof check: 2026-05-25T20:33:36.246Z

Signal Canvas receipt window

Ready for execution: Multimodal Distribution Matching for Vision-Language Dataset Distillation

/buildability/multimodal-distribution-matching-for-vision-language-dataset-distillation

Build Nowready

Subject: Multimodal Distribution Matching for Vision-Language Dataset Distillation

Verdict

Build Now

Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.

Multimodal Distribution Matching for Vision-Language Dataset Distillation

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Signal Canvas proof surface