Pith Number

pith:MYYGFIGF

pith:2021:MYYGFIGF4OLDDWVGPA5VHJGKG4

not attested not anchored not stored refs pending

Scaling Up Vision-Language Pre-training for Image Captioning

Jianfeng Wang, Lijuan Wang, Xiaowei Hu, Yumao Lu, Zhe Gan, Zhengyuan Yang, Zicheng Liu

arxiv:2111.12233 v2 · 2021-11-24 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{MYYGFIGF4OLDDWVGPA5VHJGKG4}

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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

5 papers in Pith

GIT: A Generative Image-to-text Transformer for Vision and Language

Sigmoid Loss for Language Image Pre-Training

CoCa: Contrastive Captioners are Image-Text Foundation Models

LAION-5B: An open large-scale dataset for training next generation image-text models

Flamingo: a Visual Language Model for Few-Shot Learning

Receipt and verification

First computed	2026-07-05T04:08:41.115359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

663062a0c5e39631daa6783b53a4ca37156a105d73c760af9414a923dd86c844

Aliases

arxiv: 2111.12233 · arxiv_version: 2111.12233v2 · doi: 10.48550/arxiv.2111.12233 · pith_short_12: MYYGFIGF4OLD · pith_short_16: MYYGFIGF4OLDDWVG · pith_short_8: MYYGFIGF

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/MYYGFIGF4OLDDWVGPA5VHJGKG4 \
  | 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: 663062a0c5e39631daa6783b53a4ca37156a105d73c760af9414a923dd86c844

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "720d63ece6a304baa7f930db92c76dff171ab5c07f9ba0ef580f9b2617ed7ce7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-11-24T02:30:22Z",
    "title_canon_sha256": "233aaf6344bb55ced493a12b1650e600e1150fffd25d2c27dfe23fac67dd2f94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.12233",
    "kind": "arxiv",
    "version": 2
  }
}