DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer

DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer

stale

Proof freshness: stale
Proof status: unverified
Display score: 6/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer | Route /signal-canvas/dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer",
    "query_text": "Summarize DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer",
  "normalized_query": "2603.15166",
  "route": "/signal-canvas/dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer",
  "paper_ref": "dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer",
  "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: DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer

PDF: https://arxiv.org/pdf/2603.15166v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Watch and verify: DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer

/buildability/dait-distillation-from-vision-language-models-to-lightweight-classifiers-with-adaptive-intermediate-teacher-transfer

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Subject: DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer

Verdict

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DAIT: Distillation from Vision-Language Models to Lightweight Classifiers with Adaptive Intermediate Teacher Transfer

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