Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/envisioning-beyond-the-few-disentangled-semantics-and-primitives-for-few-shot-atypical-layout-to-image-generation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
References: 0
Source count: 4
Coverage: 67%

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 envisioning-beyond-the-few-disentangled-semantics-and-primitives-for-few-shot-atypical-layout-to-image-generation | Route /signal-canvas/envisioning-beyond-the-few-disentangled-semantics-and-primitives-for-few-shot-atypical-layout-to-image-generation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/envisioning-beyond-the-few-disentangled-semantics-and-primitives-for-few-shot-atypical-layout-to-image-generation

MCP example

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  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "envisioning-beyond-the-few-disentangled-semantics-and-primitives-for-few-shot-atypical-layout-to-image-generation",
    "query_text": "Summarize Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation",
  "normalized_query": "2605.31266",
  "route": "/signal-canvas/envisioning-beyond-the-few-disentangled-semantics-and-primitives-for-few-shot-atypical-layout-to-image-generation",
  "paper_ref": "envisioning-beyond-the-few-disentangled-semantics-and-primitives-for-few-shot-atypical-layout-to-image-generation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

PDF: https://arxiv.org/pdf/2605.31266v1

Repository: https://github.com/iCVTEAM/DSP

Source count: 4

Coverage: 67%

Last proof check: 2026-06-01T20:22:10.180Z

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Ready for execution: Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

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Subject: Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

Envisioning Beyond the Few: Disentangled Semantics and Primitives for Few-Shot Atypical Layout-to-Image Generation

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