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Pull requests: Project-MONAI/MONAI

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Pull requests list

Add NaViT: Native Resolution Vision Transformer with Patch n' Pack
#9011 opened Jul 24, 2026 by vikashg Contributor Loading…
5 of 7 tasks
6
Modernising Build Process
#9010 opened Jul 23, 2026 by ericspod Member • Draft
2 of 7 tasks
1
11
Perf: single-pass remap_instance_id (unique + bincount + LUT gather)
#9009 opened Jul 23, 2026 by aymuos15 Contributor Loading…
3 tasks done
3
Fix ResidualUnit padding override for explicit padding=0
#9007 opened Jul 22, 2026 by emianaya Loading…
3 of 7 tasks
3
Raise OptionalImportError for unavailable explicit image readers
#9006 opened Jul 21, 2026 by minsuking Loading…
1
3
fix(transforms): preserve device and dtype in squarepulse
#9005 opened Jul 19, 2026 by aymuos15 Contributor Loading…
2 of 7 tasks
1
Perf: vectorize _get_pairwise_iou with a joint bincount
#9004 opened Jul 18, 2026 by aymuos15 Contributor Loading…
3 tasks done
1
Fix ClipIntensityPercentiles metadata accumulation
#9003 opened Jul 18, 2026 by engmohamedsalah Contributor Loading…
2 of 7 tasks
3
Run train_parallel commands without shell=True in nnUNetV2Runner
#9002 opened Jul 18, 2026 by vishnukannaujia Contributor Loading…
1
3
Raise dedicated HashValidationError on download/extract hash mismatch
#9001 opened Jul 18, 2026 by vishnukannaujia Contributor Loading…
1
1
Count components via bincount over full field in get_largest_connected_component_mask
#9000 opened Jul 18, 2026 by vishnukannaujia Contributor Loading…
1
2
docs: correct pip extras in installation guide to match setup.cfg
#8999 opened Jul 17, 2026 by ymxlx Loading…
1 task done
3
Fix 1/N floor in effective-rank collapse score after mean-centering
#8997 opened Jul 16, 2026 by rubenG1009 Loading…
4 of 6 tasks
1
3
Add ConvNeXt for 1D, 2D and 3D inputs
#8995 opened Jul 16, 2026 by VenkateswarluNagineni Contributor Loading…
4 of 7 tasks
1
10
Fix dot-notation read on $@ref-backed ConfigParser proxies
#8994 opened Jul 15, 2026 by VenkateswarluNagineni Contributor Loading…
2 of 7 tasks
1
perf(RandCropBoxByPosNegLabeld): avoid N-fold mask allocation in randomize
#8993 opened Jul 13, 2026 by aymuos15 Contributor Loading…
2 of 7 tasks
1
Adding Merge Queue Support
#8991 opened Jul 13, 2026 by ericspod Member • Draft
1 of 7 tasks
1
1
Improve missing image writer dependency hints
#8989 opened Jul 12, 2026 by NiketGirdhar22 Loading…
5 of 8 tasks
1
5
perf(test): cache SwinUNETR SSL weights instead of re-downloading
#8987 opened Jul 9, 2026 by aymuos15 Contributor Loading…
1 of 7 tasks
1
Perf(test): reuse random data across container types in quantile test
#8985 opened Jul 8, 2026 by aymuos15 Contributor Loading…
2 tasks done
1
Clarify CUDA/CuPy install requirements in docs (#8106)
#8983 opened Jul 6, 2026 by Shizoqua Contributor Loading…
2 of 7 tasks
1
4
Fix NaN gradient in PerceptualLoss normalize_tensor
#8982 opened Jul 6, 2026 by Shizoqua Contributor Loading…
2 of 7 tasks
1
1
Gate CI test jobs via change scanning instead of workflow-level paths-ignore
#8979 opened Jul 3, 2026 by SID-6921 Contributor Loading…
9
SwinUNETR: optional flash attention (scaled_dot_product_attention) in WindowAttention
#8977 opened Jul 2, 2026 by aymuos15 Contributor Loading…
3 tasks done
1
6
Feat: add ignore_index support to DiceLoss
#8969 opened Jul 1, 2026 by qwepablo12 Loading…
1 of 7 tasks
7
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