Pith Number

pith:LQKSF2EV

pith:2022:LQKSF2EVH4WBVILULBUOB565E2

not attested not anchored not stored refs pending

A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring

Alessandro Beghi, Chiara Masiero, Davide Dalle Pezze, Denis Deronjic, Diego Tosato, Gian Antonio Susto

arxiv:2208.04227 v1 · 2022-08-08 · cs.LG · 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{LQKSF2EVH4WBVILULBUOB565E2}

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	2026-07-05T04:46:48.913462Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5c1522e8953f2c1aa1745868e0f7dd26b6ff63ce6af199f4c4b62f3d9055eb59

Aliases

arxiv: 2208.04227 · arxiv_version: 2208.04227v1 · doi: 10.48550/arxiv.2208.04227 · pith_short_12: LQKSF2EVH4WB · pith_short_16: LQKSF2EVH4WBVILU · pith_short_8: LQKSF2EV

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/LQKSF2EVH4WBVILULBUOB565E2 \
  | 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: 5c1522e8953f2c1aa1745868e0f7dd26b6ff63ce6af199f4c4b62f3d9055eb59

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fd4c8d6a6ae04752cc381de237868f0d3869a5d061af6255f05044e11bd26ff",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-08T15:58:39Z",
    "title_canon_sha256": "b3d3720501f518b975ac6759e015cb809a804dd87fb18cb93805dd24e590dc42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.04227",
    "kind": "arxiv",
    "version": 1
  }
}