{
  "schema_version": 1,
  "title": "Repro: Kuramoto Oscillatory Phase Encoding (KoPE)",
  "emoji": "🎯",
  "space_id": "Crocolil/Repro-KoPE",
  "paper": {
    "arxiv_id": "2604.07904"
  },
  "tags": [
    "icml2026-repro",
    "paper-1rSqVUl7l3"
  ],
  "updated_at": "2026-07-31T06:36:35+00:00",
  "root": {
    "slug": "index",
    "title": "Repro: Kuramoto Oscillatory Phase Encoding (KoPE)",
    "file": "pages/index.md",
    "children": [
      {
        "slug": "claim-1-kope-mechanism-phase-state-kuramoto-coupling-attention-modulation",
        "title": "Claim 1: KoPE mechanism (phase state + Kuramoto coupling + attention modulation)",
        "file": "pages/claim-1-kope-mechanism-phase-state-kuramoto-coupling-attention-modulation/page.md",
        "children": []
      },
      {
        "slug": "claim-2-imagenet-1k-accuracy-params-flops",
        "title": "Claim 2: ImageNet-1K accuracy, params, FLOPs",
        "file": "pages/claim-2-imagenet-1k-accuracy-params-flops/page.md",
        "children": []
      },
      {
        "slug": "claim-3-data-efficiency",
        "title": "Claim 3: Data efficiency",
        "file": "pages/claim-3-data-efficiency/page.md",
        "children": []
      },
      {
        "slug": "claim-4-ade20k-coco-segmentation",
        "title": "Claim 4: ADE20K / COCO segmentation",
        "file": "pages/claim-4-ade20k-coco-segmentation/page.md",
        "children": []
      },
      {
        "slug": "claim-5-clip-zero-shot-objectnet-vtab",
        "title": "Claim 5: CLIP zero-shot ObjectNet / VTAB",
        "file": "pages/claim-5-clip-zero-shot-objectnet-vtab/page.md",
        "children": []
      },
      {
        "slug": "claim-6-arc-agi-few-shot-reasoning",
        "title": "Claim 6: ARC-AGI few-shot reasoning",
        "file": "pages/claim-6-arc-agi-few-shot-reasoning/page.md",
        "children": []
      },
      {
        "slug": "conclusion",
        "title": "Conclusion",
        "file": "pages/conclusion/page.md",
        "children": []
      },
      {
        "slug": "kope-repro",
        "title": "kope-repro",
        "file": "pages/kope-repro/page.md",
        "children": []
      }
    ]
  },
  "agent_view_tokens": 6444,
  "revision": "1785479795872792900"
}