Pith Number

pith:LEHP5B4K

pith:2021:LEHP5B4KC3IYQ36DQORXSKOOWW

not attested not anchored not stored refs pending

Attend and Guide (AG-Net): A Keypoints-driven Attention-based Deep Network for Image Recognition

Ardhendu Behera, Asish Bera, Nik Bessis, Yonghuai Liu, Zachary Wharton

arxiv:2110.12183 v1 · 2021-10-23 · cs.CV · cs.AI · 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{LEHP5B4KC3IYQ36DQORXSKOOWW}

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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.

Receipt and verification

First computed	2026-07-05T03:25:01.204525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

590efe878a16d1886fc383a37929ceb5946f3095c492a475b22627017b4fee01

Aliases

arxiv: 2110.12183 · arxiv_version: 2110.12183v1 · doi: 10.48550/arxiv.2110.12183 · pith_short_12: LEHP5B4KC3IY · pith_short_16: LEHP5B4KC3IYQ36D · pith_short_8: LEHP5B4K

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/LEHP5B4KC3IYQ36DQORXSKOOWW \
  | 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: 590efe878a16d1886fc383a37929ceb5946f3095c492a475b22627017b4fee01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a06666284224beb6b278487d9f1d865eea0742dcc6783d20d43acd8a91518249",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-23T09:43:36Z",
    "title_canon_sha256": "5781af6da82106e4fed9a6740f3a80288af8a184c28ee2a51bced73956ee0e7d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.12183",
    "kind": "arxiv",
    "version": 1
  }
}