Pith Number

pith:2AVGWXCD

pith:2025:2AVGWXCDJGUJKGRGVACGTDUI3K

not attested not anchored not stored refs pending

Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement

Christian Heiliger, Ege \"Ozsoy, Hongliang Ren, Joel L. Lavanchy, Kun Yuan, Long Bai, Nassir Navab, Nicolas Padoy, Shi Li, Tingxuan Chen, Vinkle Srivastav, Yiming Huang

arxiv:2506.20254 v2 · 2025-06-25 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2AVGWXCDJGUJKGRGVACGTDUI3K}

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.

Cited by

1 paper in Pith

Geo-RepNet: Geometry-Aware Representation Learning for Surgical Phase Recognition in Endoscopic Submucosal Dissection

Receipt and verification

First computed	2026-07-05T11:36:56.145020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d02a6b5c4349a8951a26a804698e88dabbdc3adbf7743f343c85fc010ea31539

Aliases

arxiv: 2506.20254 · arxiv_version: 2506.20254v2 · doi: 10.48550/arxiv.2506.20254 · pith_short_12: 2AVGWXCDJGUJ · pith_short_16: 2AVGWXCDJGUJKGRG · pith_short_8: 2AVGWXCD

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/2AVGWXCDJGUJKGRGVACGTDUI3K \
  | 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: d02a6b5c4349a8951a26a804698e88dabbdc3adbf7743f343c85fc010ea31539

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c7c10e72b2a5a59501dcc1a179eec05e47efee922e9ad9bbce593389a905df6b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-25T08:56:13Z",
    "title_canon_sha256": "30b3d352a5efc4925c925dc0f5d77427d24e5d0d57533643baf74b91807362f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.20254",
    "kind": "arxiv",
    "version": 2
  }
}