Pith Number

pith:UOG3CEWE

pith:2026:UOG3CEWEP6MRWB2T4XUUGG3RYT

not attested not anchored not stored refs pending

++nnU-Net: Scaling nnU-Net with Prefix-Based Data Augmentation

Ana Sofia Santos, Andr\'e Ferreira, Behrus Hinrichs-Puladi, Gijs Luijten, Jan Egger, Jens Kleesiek, Lisle Faray de Paiva, Naida Solak, Victor Alves

arxiv:2606.10713 v1 · 2026-06-09 · eess.IV · cs.AI · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UOG3CEWEP6MRWB2T4XUUGG3RYT}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-06-10T01:10:35.941012Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a38db112c47f991b0753e5e9431b71c4d98fa4e96589a0ccc12be5ea16af36e3

Aliases

arxiv: 2606.10713 · arxiv_version: 2606.10713v1 · doi: 10.48550/arxiv.2606.10713 · pith_short_12: UOG3CEWEP6MR · pith_short_16: UOG3CEWEP6MRWB2T · pith_short_8: UOG3CEWE

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/UOG3CEWEP6MRWB2T4XUUGG3RYT \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: a38db112c47f991b0753e5e9431b71c4d98fa4e96589a0ccc12be5ea16af36e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a05905ac30e686d92d14eed87a13418e372c5bc766de0e094e0fd07133fbbca9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2026-06-09T11:19:09Z",
    "title_canon_sha256": "8c1ca444dbd07a6096d22119452c3f2593d0d817c97c9b9bf9dfef067145b90c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.10713",
    "kind": "arxiv",
    "version": 1
  }
}