Pith Number

pith:PJ2NAOBD

pith:2023:PJ2NAOBDOP4OW4IBOVQDW22XS7

not attested not anchored not stored refs pending

Continual Learners are Incremental Model Generalizers

Jaehong Yoon, Sung Ju Hwang, Yue Cao

arxiv:2306.12026 v1 · 2023-06-21 · cs.LG · 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{PJ2NAOBDOP4OW4IBOVQDW22XS7}

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

Scalable Strategies for Continual Learning with Replay

Receipt and verification

First computed	2026-07-05T06:23:09.622898Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a74d0382373f8eb710175603b6b5797dacea17af66bd61d200e5c3d9a4d63ce

Aliases

arxiv: 2306.12026 · arxiv_version: 2306.12026v1 · doi: 10.48550/arxiv.2306.12026 · pith_short_12: PJ2NAOBDOP4O · pith_short_16: PJ2NAOBDOP4OW4IB · pith_short_8: PJ2NAOBD

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/PJ2NAOBDOP4OW4IBOVQDW22XS7 \
  | 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: 7a74d0382373f8eb710175603b6b5797dacea17af66bd61d200e5c3d9a4d63ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d6b5eb85b96cf587185aef57aad3d8a7d49284bec22b3df3fc6630f158ad362",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-21T05:26:28Z",
    "title_canon_sha256": "e31e70af92fa7916103eb810fec6f9b7dcbe80ba70cdd84d0730ff8789bba45d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.12026",
    "kind": "arxiv",
    "version": 1
  }
}