GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection

ready

Proof freshness: fresh
Proof status: partial
Display score: 0/10
Last proof check: 2026-06-08
Score updated: 2026-06-08
Score fresh until: 2026-07-08
References: 0
Source count: 4
Coverage: 83%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection | Route /signal-canvas/gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection",
    "query_text": "Summarize GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection"
  }
}

source_context

{
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  "mode": "paper",
  "query": "GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection",
  "normalized_query": "2606.07102",
  "route": "/signal-canvas/gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection",
  "paper_ref": "gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection",
  "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: GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

PDF: https://arxiv.org/pdf/2606.07102v1

Repository: https://github.com/tms-byte/GP-Adapter

Source count: 4

Coverage: 83%

Last proof check: 2026-06-08T20:34:16.946Z

Signal Canvas receipt window

Not build-ready: GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

/buildability/gp-adapter-gaussian-process-clip-adapter-for-few-shot-out-of-distribution-detection

Ignoreblocked

Subject: GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

Verdict

Ignore

GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

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