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| { | |
| "schema_version": 1, | |
| "title": "Repro - CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Video Subtitle Removal", | |
| "emoji": "\ud83d\udd2c", | |
| "space_id": "bertfil/HszNb2xE7P", | |
| "paper": { | |
| "arxiv_id": "2603.21901", | |
| "openreview_id": "HszNb2xE7P", | |
| "title": "CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Video Subtitle Removal", | |
| "url": "https://arxiv.org/abs/2603.21901" | |
| }, | |
| "tags": [ | |
| "icml2026-repro", | |
| "paper-HszNb2xE7P" | |
| ], | |
| "updated_at": "2026-07-20T03:52:32+00:00", | |
| "root": { | |
| "slug": "index", | |
| "title": "Repro - CLEAR: Context-Aware Learning with End-to-End Mask-Free Inference for Adaptive Video Subtitle Removal", | |
| "file": "pages/index.md", | |
| "children": [ | |
| { | |
| "slug": "00-scored-evidence-summary", | |
| "title": "00 - Scored evidence summary", | |
| "file": "pages/00-scored-evidence-summary/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-1-clear-is-a-two-stage-mask-free-video-subtitle-remo", | |
| "title": "Claim 1 - CLEAR is a two-stage, mask-free video subtitle removal frame\u2026", | |
| "file": "pages/claim-1-clear-is-a-two-stage-mask-free-video-subtitle-remo/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-2-clear-achieves-26-80-db-psnr-0-894-ssim-0-101-lpip", | |
| "title": "Claim 2 - CLEAR achieves 26.80 dB PSNR, 0.894 SSIM, 0.101 LPIPS, and 2\u2026", | |
| "file": "pages/claim-2-clear-achieves-26-80-db-psnr-0-894-ssim-0-101-lpip/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-3-clear-outperforms-mask-dependent-baselines-propain", | |
| "title": "Claim 3 - CLEAR outperforms mask-dependent baselines ProPainter (17.24\u2026", | |
| "file": "pages/claim-3-clear-outperforms-mask-dependent-baselines-propain/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-4-an-ablation-starting-from-a-lora-only-baseline-21", | |
| "title": "Claim 4 - An ablation starting from a LoRA-only baseline (21.62 dB PSN\u2026", | |
| "file": "pages/claim-4-an-ablation-starting-from-a-lora-only-baseline-21/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "claim-5-despite-being-trained-only-on-chinese-subtitles-cl", | |
| "title": "Claim 5 - Despite being trained only on Chinese subtitles, CLEAR demon\u2026", | |
| "file": "pages/claim-5-despite-being-trained-only-on-chinese-subtitles-cl/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "reproduction-protocol-and-provenance", | |
| "title": "Reproduction protocol and provenance", | |
| "file": "pages/reproduction-protocol-and-provenance/page.md", | |
| "children": [] | |
| }, | |
| { | |
| "slug": "conclusion", | |
| "title": "Conclusion", | |
| "file": "pages/conclusion/page.md", | |
| "children": [] | |
| } | |
| ] | |
| }, | |
| "agent_view_tokens": 6557, | |
| "revision": "1784519552261368300" | |
| } |