CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection

CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-detection

stale

Proof freshness: stale
Proof status: unverified
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 calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-detection | Route /signal-canvas/calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-detection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-detection

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-detection",
    "query_text": "Summarize CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection",
  "normalized_query": "2605.23139",
  "route": "/signal-canvas/calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-detection",
  "paper_ref": "calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-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: CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection

PDF: https://arxiv.org/pdf/2605.23139v1

Repository: https://github.com/hirundo1218/CALAD

Source count: 4

Coverage: 83%

Last proof check: 2026-05-25T20:34:39.797Z

Signal Canvas receipt window

Ready for execution: CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection

/buildability/calad-channel-aware-contrastive-learning-for-multivariate-time-series-anomaly-detection

Build Nowready

Subject: CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection

Verdict

Build Now

CALAD: Channel-Aware contrastive Learning for multivariate time series Anomaly Detection

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface