Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation

Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-03-19
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 33%

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 shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation | Route /signal-canvas/shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation",
    "query_text": "Summarize Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation",
  "normalized_query": "2603.05873",
  "route": "/signal-canvas/shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation",
  "paper_ref": "shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation",
  "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: Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation

PDF: https://arxiv.org/pdf/2603.05873v1

Source count: Pending verification

Coverage: 33%

Last proof check: 2026-03-19T18:48:05.835Z

Signal Canvas receipt window

Watch and verify: Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation

/buildability/shifting-adaptation-from-weight-space-to-memory-space-a-memory-augmented-agent-for-medical-image-segmentation

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Subject: Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation

Verdict

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Shifting Adaptation from Weight Space to Memory Space: A Memory-Augmented Agent for Medical Image Segmentation

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