DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection

DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-05-25
Score updated: 2026-05-25
Score fresh until: 2026-06-24
References: 0
Source count: 3
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 dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection | Route /signal-canvas/dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection

MCP example

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  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection",
    "query_text": "Summarize DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection",
  "normalized_query": "2605.23634",
  "route": "/signal-canvas/dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection",
  "paper_ref": "dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection",
  "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: DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection

PDF: https://arxiv.org/pdf/2605.23634v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-25T20:37:17.590Z

Signal Canvas receipt window

Watch and verify: DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection

/buildability/dualmem-bypassing-the-objectness-bottleneck-for-calibrated-unknown-stream-filtering-in-open-world-object-detection

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Subject: DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection

Verdict

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DualMem: Bypassing the Objectness Bottleneck for Calibrated Unknown-Stream Filtering in Open-World Object Detection

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