Pith Number

pith:LS2KI3BZ

pith:2023:LS2KI3BZM45WX6M4P3RLXG3CFO

not attested not anchored not stored refs pending

gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation

Hui Xie, John Buatti, Weiyu Xu, Xiaodong Wu, Ya Xing Wang

arxiv:2312.04713 v1 · 2023-12-07 · cs.CV · cs.AI · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LS2KI3BZM45WX6M4P3RLXG3CFO}

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	2026-07-05T07:21:50.206998Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5cb4a46c39673b6bf99c7ee2bb9b622bb1ce53106ada5f3935d6411ca8dea19e

Aliases

arxiv: 2312.04713 · arxiv_version: 2312.04713v1 · doi: 10.48550/arxiv.2312.04713 · pith_short_12: LS2KI3BZM45W · pith_short_16: LS2KI3BZM45WX6M4 · pith_short_8: LS2KI3BZ

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/LS2KI3BZM45WX6M4P3RLXG3CFO \
  | 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: 5cb4a46c39673b6bf99c7ee2bb9b622bb1ce53106ada5f3935d6411ca8dea19e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "754480d33e66cdd3df9d0b78249a2e9c205a5f9e7d68feab8c8a78ebe1f161da",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-12-07T21:43:43Z",
    "title_canon_sha256": "1b1185194d56a8fdfdd47b53afb8d997c13e211fac036146a4bb1858b31b03ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.04713",
    "kind": "arxiv",
    "version": 1
  }
}