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"agent_view_tokens": 5000,
"emoji": "🧭",
"paper": {
"arxiv_id": "2510.21300"
},
"revision": "1785142800000000000",
"root": {
"slug": "index",
"title": "Reproduction: Amortized Variational Inference for Partial-Label Learning: A Probabilistic Approach to Label Disambiguation",
"file": "pages/index.md",
"children": [
{
"slug": "executive-summary",
"title": "Executive summary",
"file": "pages/executive-summary/page.md",
"children": []
},
{
"slug": "claim-1-dirichlet-factorization",
"title": "Claim 1",
"file": "pages/claim-1-dirichlet-factorization/page.md",
"children": []
},
{
"slug": "claim-2-cvae-max-entropy-prior",
"title": "Claim 2",
"file": "pages/claim-2-cvae-max-entropy-prior/page.md",
"children": []
},
{
"slug": "claim-3-training-schedule",
"title": "Claim 3",
"file": "pages/claim-3-training-schedule/page.md",
"children": []
},
{
"slug": "claim-4-real-world-results",
"title": "Claim 4",
"file": "pages/claim-4-real-world-results/page.md",
"children": []
},
{
"slug": "claim-5-synthetic-results",
"title": "Claim 5",
"file": "pages/claim-5-synthetic-results/page.md",
"children": []
},
{
"slug": "claim-6-markov-ablation",
"title": "Claim 6",
"file": "pages/claim-6-markov-ablation/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
}
]
},
"title": "Reproduction: Amortized Variational Inference for Partial-Label Learning: A Probabilistic Approach to Label Disambiguation",
"updated_at": "2026-07-30T02:11:55.355516+00:00",
"space_id": "SabaPivot/repro-amortized-variational-inference-partial-label-learning",
"tags": [
"icml2026-repro",
"paper-KODJBT02ux"
]
}
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