Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-distillation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-13
Score updated: 2026-05-13
Score fresh until: 2026-06-12
References: 0
Source count: 4
Coverage: 83%

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 hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-distillation | Route /signal-canvas/hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-distillation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-distillation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-distillation",
    "query_text": "Summarize Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation",
  "normalized_query": "2605.11651",
  "route": "/signal-canvas/hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-distillation",
  "paper_ref": "hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-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: Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

PDF: https://arxiv.org/pdf/2605.11651v1

Repository: https://github.com/Seonghoon-Yu/Masking-KD

Source count: 4

Coverage: 83%

Last proof check: 2026-05-13T20:36:13.236Z

Signal Canvas receipt window

Ready for execution: Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

/buildability/hide-to-see-reasoning-prefix-masking-for-visual-anchored-thinking-in-vlm-distillation

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Subject: Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

Verdict

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Hide to See: Reasoning-prefix Masking for Visual-anchored Thinking in VLM Distillation

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