Chucks90
/

covtoken

medical-imaging

self-supervised-learning

vision-transformer

negative-results

Model card Files Files and versions

covtoken / paper

4.5 MB

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History: 8 commits

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regenerate figures as 650-dpi LZW TIFFs, flattened RGB (publication-ready)

b30c499 verified about 18 hours ago

figures
regenerate figures as 650-dpi LZW TIFFs, flattened RGB (publication-ready) about 18 hours ago
make_figures.py

9.76 kB
regenerate figures as 650-dpi LZW TIFFs, flattened RGB (publication-ready) about 18 hours ago
paper2_rank_objectives_draft.md

9.93 kB
rarity-route verified: spanning reproduces 0.46, sits between population & concentration, redundancy RULED OUT (incr rank 0.75m); candidate closed form rejected (over-predicts). Paper #2 §2 = two routes: low-rank existence proof (2a) + measured rarity mechanism (2b) 6 days ago
paper3_midlayer_draft.md

5.84 kB
verify two reviewer-probe claims: (1) measured lesion spectra REFUTE 'low internal rank' (RankMe 339>307) -> correct attribution to RARITY across papers #1/#2/NEGATIVE_RESULT; (2) verified MedDINOv3/DINOv3=RoPE vs DINOv2=learned-absolute, paper #3 §3 stated precisely 7 days ago
venue_notes.md

2.11 kB
covtoken: label-free lesion-subspace token economy (reframed) + gated eval + paper draft 8 days ago
working_draft.md

16.5 kB
verify two reviewer-probe claims: (1) measured lesion spectra REFUTE 'low internal rank' (RankMe 339>307) -> correct attribution to RARITY across papers #1/#2/NEGATIVE_RESULT; (2) verified MedDINOv3/DINOv3=RoPE vs DINOv2=learned-absolute, paper #3 §3 stated precisely 7 days ago