Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net

Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-14
Score updated: 2026-04-14
Score fresh until: 2026-05-14
References: 0
Source count: 4
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 lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net | Route /signal-canvas/lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net",
    "query_text": "Summarize Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net",
  "normalized_query": "2604.11071",
  "route": "/signal-canvas/lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net",
  "paper_ref": "lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net",
  "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: Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net

PDF: https://arxiv.org/pdf/2604.11071v1

Repository: https://github.com/cvpr-org/author-kit

Source count: 4

Coverage: 50%

Last proof check: 2026-04-14T16:49:59.723Z

Signal Canvas receipt window

Ready for execution: Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net

/buildability/lightweight-low-light-image-enhancement-via-distribution-normalizing-preprocessing-and-depthwise-u-net

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Subject: Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net

Verdict

Lightweight Low-Light Image Enhancement via Distribution-Normalizing Preprocessing and Depthwise U-Net

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