PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows

PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows | Signal Canvas | ScienceToStartup

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Signal Canvas proof surface

Canonical route: /signal-canvas/pap-nf-probabilistic-long-term-time-series-forecasting-via-prefix-as-prompt-reprogramming-and-normalizing-flows

stale

Proof freshness: stale
Proof status: partial
Display score: 7/10
Last proof check: 2026-05-25
Score updated: 2026-05-25
Score fresh until: 2026-06-24
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 pap-nf-probabilistic-long-term-time-series-forecasting-via-prefix-as-prompt-reprogramming-and-normalizing-flows | Route /signal-canvas/pap-nf-probabilistic-long-term-time-series-forecasting-via-prefix-as-prompt-reprogramming-and-normalizing-flows

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/pap-nf-probabilistic-long-term-time-series-forecasting-via-prefix-as-prompt-reprogramming-and-normalizing-flows

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "pap-nf-probabilistic-long-term-time-series-forecasting-via-prefix-as-prompt-reprogramming-and-normalizing-flows",
    "query_text": "Summarize PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows",
  "normalized_query": "2605.23219",
  "route": "/signal-canvas/pap-nf-probabilistic-long-term-time-series-forecasting-via-prefix-as-prompt-reprogramming-and-normalizing-flows",
  "paper_ref": "pap-nf-probabilistic-long-term-time-series-forecasting-via-prefix-as-prompt-reprogramming-and-normalizing-flows",
  "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: PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows

PDF: https://arxiv.org/pdf/2605.23219v1

Repository: https://github.com/democracy04/PaP-NF

Source count: 4

Coverage: 83%

Last proof check: 2026-05-25T20:34:39.213Z

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Subject: PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows

PaP-NF: Probabilistic Long-Term Time Series Forecasting via Prefix-as-Prompt Reprogramming and Normalizing Flows

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