Pith. sign in
Pith Number

pith:WMOG2S5R

pith:2025:WMOG2S5RXEIXFRWJFKE5DW4KOW
not attested not anchored not stored refs pending

Atlas is Your Perfect Context: One-Shot Customization for Generalizable Foundational Medical Image Segmentation

Ahmed Aly, Ning Gu, Simeng Zhu, Yi Yu, Yuan Xue, Yunhe Gao, Ziyu Zhang

arxiv:2512.18176 v2 · 2025-12-20 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{WMOG2S5RXEIXFRWJFKE5DW4KOW}

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 2026-07-07T01:16:02.502586Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b31c6d4bb1b91172c6c92a89d1db8a759fc6a5f7a83a2c058339d907c23f7b6a

Aliases

arxiv: 2512.18176 · arxiv_version: 2512.18176v2 · doi: 10.48550/arxiv.2512.18176 · pith_short_12: WMOG2S5RXEIX · pith_short_16: WMOG2S5RXEIXFRWJ · pith_short_8: WMOG2S5R
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/WMOG2S5RXEIXFRWJFKE5DW4KOW \
  | 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: b31c6d4bb1b91172c6c92a89d1db8a759fc6a5f7a83a2c058339d907c23f7b6a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bb28e1fe68c023f52039eb88e643916ccef6e7b92b060772e1a94416efc77ba7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-12-20T02:29:16Z",
    "title_canon_sha256": "48fa30bf022e97ff9395fa007ea4fc1c97b74e6a0a0191415ca78c22c1171f76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.18176",
    "kind": "arxiv",
    "version": 2
  }
}