Pith Number

pith:Z4ZPQRZ2

pith:2026:Z4ZPQRZ2PZQRUNJLQXMC4ZYEJN

not attested not anchored not stored refs pending

Parameter-Efficient VLMs for Gastrointestinal Endoscopy: Medical Image Generation and Clinical Visual Question Answering

Fahmi Khalifa, Frederick Akor Ejiga, Md Mahmudur Rahman, Ojonugwa Oluwafemi Ejiga Peter

arxiv:2605.24792 v1 · 2026-05-24 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z4ZPQRZ2PZQRUNJLQXMC4ZYEJN}

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	2026-05-26T01:03:58.600775Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cf32f8473a7e611a352b85d82e67044b6dad936a246e59eedfdab0c3fc8431ff

Aliases

arxiv: 2605.24792 · arxiv_version: 2605.24792v1 · doi: 10.48550/arxiv.2605.24792 · pith_short_12: Z4ZPQRZ2PZQR · pith_short_16: Z4ZPQRZ2PZQRUNJL · pith_short_8: Z4ZPQRZ2

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/Z4ZPQRZ2PZQRUNJLQXMC4ZYEJN \
  | 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: cf32f8473a7e611a352b85d82e67044b6dad936a246e59eedfdab0c3fc8431ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "913fec6b752578786a95a9cf89edc732d9c00664040b4f6892464e99ca581765",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-05-24T00:33:54Z",
    "title_canon_sha256": "e17771410e6a8657765a92b3e81ab694b516c78c0b35e2ea0f49b27369bfdce4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24792",
    "kind": "arxiv",
    "version": 1
  }
}