{
  "schema_version": 1,
  "title": "Dropout Universality: Scaling Laws and Optimal Scheduling at the Edge-of-Chaos — Independent Reproduction",
  "emoji": "🎯",
  "space_id": "ProCreations/vlm-robustbench-repro",
  "paper": {
    "arxiv_id": "2605.21648",
    "openreview_id": "FoDU47u2jk"
  },
  "tags": [
    "icml2026-repro",
    "paper-FoDU47u2jk"
  ],
  "updated_at": "2026-07-17T23:25:00+00:00",
  "root": {
    "slug": "index",
    "title": "Dropout Universality: Scaling Laws and Optimal Scheduling at the Edge-of-Chaos — Independent Reproduction",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "sources-and-protocol",
        "title": "Sources and Protocol",
        "file": "pages/sources-and-protocol/page.md",
        "children": []
      },
      {
        "slug": "mean-field-evidence",
        "title": "Mean-Field Evidence",
        "file": "pages/mean-field-evidence/page.md",
        "children": []
      },
      {
        "slug": "fresh-schedule-training",
        "title": "Fresh Schedule Training",
        "file": "pages/fresh-schedule-training/page.md",
        "children": []
      },
      {
        "slug": "claim-5-vit-cifar10-cifar100",
        "title": "Claim 5 — ViT CIFAR-10/CIFAR-100",
        "file": "pages/claim-5-vit-cifar10-cifar100/page.md",
        "children": []
      },
      {
        "slug": "judge-verdict",
        "title": "Judge Verdict",
        "file": "pages/judge-verdict/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 3600,
  "revision": "1784330700000000000"
}