Pith Number

pith:3LBKO52U

pith:2026:3LBKO52UNVUDIMIZNHJ3TM7FK4

not attested not anchored not stored refs pending

Leveraging Transfer Learning with Class-Specific Decoders for Laparoscopic Segmentation

Aditya Parikh, Christian Bauckhage, Priya Tomar, Rafet Sifa

arxiv:2607.29509 v1 · 2026-07-31 · 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{3LBKO52UNVUDIMIZNHJ3TM7FK4}

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	2026-08-03T01:36:39.743246Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dac2a777546d6834311969d3b9b3e557366cc2627235198aa83bc3e0b402ff57

Aliases

arxiv: 2607.29509 · arxiv_version: 2607.29509v1 · doi: 10.48550/arxiv.2607.29509 · pith_short_12: 3LBKO52UNVUD · pith_short_16: 3LBKO52UNVUDIMIZ · pith_short_8: 3LBKO52U

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/3LBKO52UNVUDIMIZNHJ3TM7FK4 \
  | 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: dac2a777546d6834311969d3b9b3e557366cc2627235198aa83bc3e0b402ff57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a7cf942178fecf2f966133315308b9cc2d26bdc12b271ea93dead3368d108468",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-31T15:13:02Z",
    "title_canon_sha256": "b25a92e0654bf4333fcfbfa7cc3f7253bea8d6c8ed36e7aee792fdb717d022e8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.29509",
    "kind": "arxiv",
    "version": 1
  }
}