| { |
| "schema_version": 1, |
| "title": "Repro - Janus-LoRA: A Balanced Low-Rank Adaptation for Continual Learning", |
| "emoji": "⚖️", |
| "space_id": "txus/repro-janus-lora-continual-learning", |
| "paper": { |
| "arxiv_id": "2605.28495" |
| }, |
| "tags": [ |
| "icml2026-repro", |
| "paper-XJ5r19iN9G" |
| ], |
| "updated_at": "2026-07-17T00:37:45+00:00", |
| "root": { |
| "slug": "index", |
| "title": "Repro - Janus-LoRA: A Balanced Low-Rank Adaptation for Continual Learning", |
| "file": "pages/index.md", |
| "children": [ |
| { |
| "slug": "claim-1-theorem-3-1-safe-gradient-projection", |
| "title": "Claim 1: Theorem 3.1 (Safe Gradient Projection)", |
| "file": "pages/claim-1-theorem-3-1-safe-gradient-projection/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-5-online-estimation-orthonormal-basis-k-50", |
| "title": "Claim 5: Online Estimation (orthonormal basis, k=50)", |
| "file": "pages/claim-5-online-estimation-orthonormal-basis-k-50/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claim-6-efficiency-identical-inference-flops", |
| "title": "Claim 6: Efficiency (identical inference FLOPs)", |
| "file": "pages/claim-6-efficiency-identical-inference-flops/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "claims-2-4-imagenet-r-accuracy-bwt-ablation", |
| "title": "Claims 2-4: ImageNet-R accuracy, BWT & ablation", |
| "file": "pages/claims-2-4-imagenet-r-accuracy-bwt-ablation/page.md", |
| "children": [] |
| }, |
| { |
| "slug": "conclusion", |
| "title": "Conclusion", |
| "file": "pages/conclusion/page.md", |
| "children": [] |
| } |
| ] |
| }, |
| "agent_view_tokens": 5212, |
| "revision": "1784248665510564000" |
| } |
