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| "title": "Reproduction: OSF - On Pre-training and Scaling of Sleep Foundation Models", |
| "emoji": "\ud83d\udca4", |
| "space_id": "bsenst/repro-osf", |
| "paper": "rlVGCyjqnt", |
| "tags": [ |
| "icml2026-repro", |
| "paper-rlVGCyjqnt" |
| ], |
| "updated_at": "2026-07-25T10:16:16+00:00", |
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| "title": "Reproduction: OSF - On Pre-training and Scaling of Sleep Foundation Models", |
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| { |
| "slug": "executive-summary", |
| "title": "executive-summary", |
| "file": "pages/executive-summary/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-1-sleepbench-dataset-statistics", |
| "title": "Claim 1: SleepBench dataset statistics", |
| "file": "pages/claim-1-sleepbench-dataset-statistics/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-2-osf-vs-sleepfm-on-mros", |
| "title": "Claim 2: OSF vs SleepFM on MROS", |
| "file": "pages/claim-2-osf-vs-sleepfm-on-mros/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-3-time-masking-channel-masking-ablation", |
| "title": "Claim 3: Time masking + channel masking ablation", |
| "file": "pages/claim-3-time-masking-channel-masking-ablation/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-4-missing-channel-inference-scenarios", |
| "title": "Claim 4: Missing-channel inference scenarios", |
| "file": "pages/claim-4-missing-channel-inference-scenarios/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-scaling-with-data-fraction-and-encoder-capacity", |
| "title": "Claim 5: Scaling with data fraction and encoder capacity", |
| "file": "pages/claim-5-scaling-with-data-fraction-and-encoder-capacity/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
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