Pith Number

pith:54JBPYOT

pith:2019:54JBPYOTNBDIYX6NTA3H3GCHCD

not attested not anchored not stored refs pending

Three scenarios for continual learning

Andreas S. Tolias, Gido M. van de Ven

arxiv:1904.07734 v1 · 2019-04-15 · cs.LG · cs.AI · cs.CV · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{54JBPYOTNBDIYX6NTA3H3GCHCD}

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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

18 papers in Pith

RECALL: Rehearsal-free Continual Learning for Object Classification

A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning

MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound

The Curse of Recursion: Training on Generated Data Makes Models Forget

Exemplar-Free Continual Learning for State Space Models

Receipt and verification

First computed	2026-05-17T23:48:19.523217Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef1217e1d368468c5fcd98367d984710cb673dd3d65d1f24fad6da3089a9850b

Aliases

arxiv: 1904.07734 · arxiv_version: 1904.07734v1 · doi: 10.48550/arxiv.1904.07734 · pith_short_12: 54JBPYOTNBDI · pith_short_16: 54JBPYOTNBDIYX6N · pith_short_8: 54JBPYOT

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/54JBPYOTNBDIYX6NTA3H3GCHCD \
  | 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: ef1217e1d368468c5fcd98367d984710cb673dd3d65d1f24fad6da3089a9850b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddd7b60af85ee92b5e5d4a57f553e7966c0e48b72fa4e105191e7c2f7bc45a6c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-15T12:22:36Z",
    "title_canon_sha256": "6cf049951fed9aa83005b7ae464938aa866f915149d0624606846f218d976cc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.07734",
    "kind": "arxiv",
    "version": 1
  }
}