Pith Number

pith:HMPVX5OS

pith:2024:HMPVX5OSCWQZSIKSKYOU6KTJX7

not attested not anchored not stored refs pending

Neural Finite-State Machines for Surgical Phase Recognition

Abhishek Sharma, Ange Lou, Benjamin Planche, Hao Ding, Mathias Unberath, Meng Zheng, Terrence Chen, Tianyu Luan, Zhongpai Gao, Ziyan Wu

arxiv:2411.18018 v2 · 2024-11-27 · eess.IV · 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{HMPVX5OSCWQZSIKSKYOU6KTJX7}

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

2 papers in Pith

SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge

Stabilizing Temporal Inference Dynamics for Online Surgical Phase Recognition

Receipt and verification

First computed	2026-07-05T10:22:10.611418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3b1f5bf5d215a1992152561d4f2a69bfcb7c5ec9f0a36d00de0bd595a47556f0

Aliases

arxiv: 2411.18018 · arxiv_version: 2411.18018v2 · doi: 10.48550/arxiv.2411.18018 · pith_short_12: HMPVX5OSCWQZ · pith_short_16: HMPVX5OSCWQZSIKS · pith_short_8: HMPVX5OS

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/HMPVX5OSCWQZSIKSKYOU6KTJX7 \
  | 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: 3b1f5bf5d215a1992152561d4f2a69bfcb7c5ec9f0a36d00de0bd595a47556f0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcc166cc2cd3fc3656532ba3a5d1a170690ad05ebd8261b27b947af553a3f521",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-11-27T03:21:57Z",
    "title_canon_sha256": "fdaa523b247374b7cb94a836fc0fa0e9ada4a0b8670615974ad495381c481a5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.18018",
    "kind": "arxiv",
    "version": 2
  }
}