VOSR: A Vision-Only Generative Model for Image Super-Resolution explores A vision-only generative model for image super-resolution that achieves competitive results with significantly lower training costs than text-to-image based methods.. Commercial viability score: 7/10 in Image Super-Resolution.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/vosr-a-vision-only-generative-model-for-image-super-resolution
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 vosr-a-vision-only-generative-model-for-image-super-resolution | Route /paper/vosr-a-vision-only-generative-model-for-image-super-resolution
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/vosr-a-vision-only-generative-model-for-image-super-resolutionMCP example
{
"tool": "get_paper",
"arguments": {
"arxiv_id": "2604.03225"
}
}source_context
{
"surface": "paper",
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"query": "VOSR: A Vision-Only Generative Model for Image Super-Resolution",
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"route": "/paper/vosr-a-vision-only-generative-model-for-image-super-resolution",
"paper_ref": "vosr-a-vision-only-generative-model-for-image-super-resolution",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper proof page receipt window
/buildability/vosr-a-vision-only-generative-model-for-image-super-resolution
Subject: VOSR: A Vision-Only Generative Model for Image Super-Resolution
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/vosr-a-vision-only-generative-model-for-image-super-resolution
Paper ref
vosr-a-vision-only-generative-model-for-image-super-resolution
arXiv id
2604.03225
Generated at
2026-04-06T20:12:49.631Z
Evidence freshness
fresh
Last verification
2026-04-06T20:12:49.631Z
Sources
0
References
0
Coverage
0%
Lineage hash
f2b01eee180b2f5ff0416c0d6350221e9c03947c9070327765f3efe9480f6060
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Verification pending / evidence receipt incomplete
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paper_evidence_receipts.coverage
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Research neighborhood
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Preparing verified analysis
Dimensions overall score 7.0
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