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"schema_version": 1,
"title": "Repro - High-Dimensional Learning Dynamics of Quantized Models with STE",
"emoji": "🎯",
"space_id": "amkkk/quantized-ste-dynamics-repro",
"paper": {
"arxiv_id": "2510.10693",
"openreview_id": "bI9moH3UZw",
"title": "High-Dimensional Learning Dynamics of Quantized Models with Straight-Through Estimator",
"authors": [
"Yuma Ichikawa",
"Shuhei Kashiwamura",
"Ayaka Sakata"
],
"venue": "ICML 2026"
},
"tags": [
"icml2026-repro",
"paper-bI9moH3UZw"
],
"updated_at": "2026-07-20T06:00:12+00:00",
"root": {
"slug": "index",
"title": "Repro - High-Dimensional Learning Dynamics of Quantized Models with STE",
"file": "pages/index.md",
"children": [
{
"slug": "claim-1-ode-limit",
"title": "Claim 1: ODE limit",
"file": "pages/claim-1-ode-limit/page.md",
"children": []
},
{
"slug": "claim-2-plateau-sharp-drop",
"title": "Claim 2: Plateau + sharp drop",
"file": "pages/claim-2-plateau-sharp-drop/page.md",
"children": []
},
{
"slug": "claim-3-fixed-point-deviation",
"title": "Claim 3: Fixed-point deviation",
"file": "pages/claim-3-fixed-point-deviation/page.md",
"children": []
},
{
"slug": "methods",
"title": "Methods",
"file": "pages/methods/page.md",
"children": []
},
{
"slug": "conclusion",
"title": "Conclusion",
"file": "pages/conclusion/page.md",
"children": []
},
{
"slug": "00-scorecard",
"title": "00-scorecard",
"file": "pages/00-scorecard/page.md",
"children": []
}
]
},
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"revision": "1784527212368564900"
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