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"schema_version": 1,
"title": "Repro - What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer (ykWN4LG9vE)",
"emoji": "🎯",
"space_id": "DineshAI/ykWN4LG9vE",
"paper": {
"openreview_id": "ykWN4LG9vE",
"arxiv_id": "2606.01292"
},
"tags": [
"icml2026-repro",
"paper-ykWN4LG9vE"
],
"updated_at": "2026-07-26T22:45:00+05:30",
"root": {
"slug": "index",
"title": "Repro - What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer (ykWN4LG9vE)",
"file": "pages/index.md",
"children": [
{
"slug": "claim-1-geometric-decomposition",
"title": "Claim 1 - Geometric decomposition",
"file": "pages/claim-1-geometric-decomposition/page.md",
"children": []
},
{
"slug": "claim-2-kd-horizon",
"title": "Claim 2 - KD horizon",
"file": "pages/claim-2-kd-horizon/page.md",
"children": []
},
{
"slug": "claim-3-theorem4-exact",
"title": "Claim 3 - exact Theorem 4 quantifier",
"file": "pages/claim-3-theorem4-exact/page.md",
"children": []
},
{
"slug": "claim-3-w2s-denoising",
"title": "Historical rejected baseline - Claim 3 W2S denoising",
"file": "pages/claim-3-w2s-denoising/page.md",
"children": []
},
{
"slug": "claim-4-theorem5-exact",
"title": "Claim 4 - exact Theorem 5 rate audit",
"file": "pages/claim-4-theorem5-exact/page.md",
"children": []
},
{
"slug": "claim-5-real-architectures",
"title": "Claim 5 - real architectures and early stopping",
"file": "pages/claim-5-real-architectures/page.md",
"children": []
},
{
"slug": "methods",
"title": "Methods",
"file": "pages/methods/page.md",
"children": []
},
{
"slug": "negative-controls",
"title": "Negative controls",
"file": "pages/negative-controls/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "claim-w2s-recovery",
"title": "Historical rejected baseline — reduced-scale W2S recovery",
"file": "pages/claim-w2s-recovery/page.md",
"children": []
},
{
"slug": "claim-theorem3-der-exact",
"title": "Historical judged Claim 2 — exact Theorem 3 DER rate",
"file": "pages/claim-theorem3-der-exact/page.md",
"children": []
}
]
},
"agent_view_tokens": 713,
"revision": "release-candidate-e1a3b3a"
}
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