Pith Number

pith:QM4BKMGZ

pith:2022:QM4BKMGZB4O4UL5XRUTGC72MGE

not attested not anchored not stored refs pending

A Deep Neural Framework for Image Caption Generation Using GRU-Based Attention Mechanism

Khadija Kanwal, Mansoor Iqbal, Md. Imran Hossain, M Shujah Islam, Rashid Khan, Zhongfu Ye

arxiv:2203.01594 v1 · 2022-03-03 · cs.CL · 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{QM4BKMGZB4O4UL5XRUTGC72MGE}

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

MsEdF: A Multi-stream Encoder-decoder Framework for Remote Sensing Image Captioning

Receipt and verification

First computed	2026-07-05T04:01:49.627027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

83381530d90f1dca2fb78d26617f4c3132c9a65d5b224a09afa5bbee287094be

Aliases

arxiv: 2203.01594 · arxiv_version: 2203.01594v1 · doi: 10.48550/arxiv.2203.01594 · pith_short_12: QM4BKMGZB4O4 · pith_short_16: QM4BKMGZB4O4UL5X · pith_short_8: QM4BKMGZ

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/QM4BKMGZB4O4UL5XRUTGC72MGE \
  | 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: 83381530d90f1dca2fb78d26617f4c3132c9a65d5b224a09afa5bbee287094be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb15c503763d32ad9110aa82c54745860555995db52566cf616501eef5f8f73e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2022-03-03T09:47:59Z",
    "title_canon_sha256": "7df352855997b6bfe4684dc7671eed051d3de792d56ad14f6e7e514348fa6ea4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.01594",
    "kind": "arxiv",
    "version": 1
  }
}