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basim-azam
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feat(cd_former): one-liner load_pretrained() bridging GitHub + HF
CI
#44:
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feat: switch model release to HuggingFace Hub + fill in HF_USER
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#43:
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feat: cd-former-public is code-only (no paper or figures)
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#42:
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feat: cd-former-public scaffold + figure wiring + multirater pivot
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#41:
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feat: wire 7 figures into main.tex + single SLURM to render them
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#40:
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feat: wire 7 figures into main.tex + single SLURM to render them
CI
#39:
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feat: ensemble rows in tables + AUC 1.000 in abstract + SoftMap-as-ra…
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feat: leave-one-out ablation table + qualitative ablation figure + Wi…
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feat: per-rater extraction + qualitative figure + ACCV port
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docs: reframe CD-Former as unified four-component framework
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docs: CD-Former paper draft v2 — FunOTTA-style voice
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feat: CD-Former paper draft + 3-seed ensemble + heteroscedastic multi…
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docs: post-processing run done — CDR MAE 4.3x improvement, OC Dice un…
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fix(v2 postproc): restore truncated tail of main() and if __name__ block
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fix(v2 postproc): force fp32 inference to sidestep bf16/autocast comp…
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fix(v2 postproc): wrap inference in torch.autocast for bf16 path
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#29:
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docs: 3-seed RETFound multi-seed verified
CI
#28:
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feat(slurm): enable RETFound (drop fallback flag) + disable xet downl…
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#27:
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docs: v2 modernized stack results - RIM-ONE 3-seed verified, DRISHTI …
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fix(v2 head): independent random init for cup query (was identical cl…
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fix(v2 loss): disable boundary loss (unbounded SDT magnitude was caus…
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fix(v2 data): masks are in masks/od/<stem>.png and masks/oc/<stem>.pn…
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feat(v2): training loop, evaluator, scripts, and SLURM for rdcnn-modern
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#22:
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feat(v2): scaffold rdcnn-modern - RETFound + Mask2Former 2-query head…
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docs: RIM-ONE v3 multi-seed sweep results (6 runs, array 24717995)
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