Pith Number

pith:FGOZ2KNY

pith:2024:FGOZ2KNYL47LWWEU3773ACAIYA

not attested not anchored not stored refs pending

Local vs Global continual learning

Benjamin F. Grewe, Giulia Lanzillotta, Sidak Pal Singh, Thomas Hofmann

arxiv:2407.16611 v1 · 2024-07-23 · 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{FGOZ2KNYL47LWWEU3773ACAIYA}

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

To Retain or to Adapt? Generalizing Continual Learning

Receipt and verification

First computed	2026-07-05T08:47:35.791763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

299d9d29b85f3ebb5894dfffb00808c00d245a6f39c4e3f36f27d725fad55e57

Aliases

arxiv: 2407.16611 · arxiv_version: 2407.16611v1 · doi: 10.48550/arxiv.2407.16611 · pith_short_12: FGOZ2KNYL47L · pith_short_16: FGOZ2KNYL47LWWEU · pith_short_8: FGOZ2KNY

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/FGOZ2KNYL47LWWEU3773ACAIYA \
  | 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: 299d9d29b85f3ebb5894dfffb00808c00d245a6f39c4e3f36f27d725fad55e57

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d9fd6fdf4dfc4c97d31868951b09408bfc10ec41e172adbcba26240c3a8b814",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-23T16:18:00Z",
    "title_canon_sha256": "c33d02361750abd23b232a6299b868fb090b6f5fc235b6d237ab50b72e42445c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16611",
    "kind": "arxiv",
    "version": 1
  }
}