Pith Number

pith:44BLWDB2

pith:2024:44BLWDB2OXNEOWZXHQQZ4GSEFK

not attested not anchored not stored refs pending

VQA Training Sets are Self-play Environments for Generating Few-shot Pools

Hassan Mansoor, Jasper Uijlings, Oriana Riva, Tautvydas Misiunas, Victor Carbune

arxiv:2405.19773 v1 · 2024-05-30 · 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{44BLWDB2OXNEOWZXHQQZ4GSEFK}

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

Augmented Vision-Language Models: A Systematic Review

Receipt and verification

First computed	2026-07-05T08:25:12.264416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e702bb0c3a75da475b373c219e1a442ab256dcd252be3ac001f9b3e199ab2f59

Aliases

arxiv: 2405.19773 · arxiv_version: 2405.19773v1 · doi: 10.48550/arxiv.2405.19773 · pith_short_12: 44BLWDB2OXNE · pith_short_16: 44BLWDB2OXNEOWZX · pith_short_8: 44BLWDB2

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/44BLWDB2OXNEOWZXHQQZ4GSEFK \
  | 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: e702bb0c3a75da475b373c219e1a442ab256dcd252be3ac001f9b3e199ab2f59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f7ca1b421c3aa2005a3d8b415f94773b27c72f5244abea0267d13aee35ec5a2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-30T07:38:58Z",
    "title_canon_sha256": "076c5a41d866b0379832c37b6b341f694d9a02b98223325d52c1d52928f03835"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.19773",
    "kind": "arxiv",
    "version": 1
  }
}