Pith Number

pith:LGHMPDQQ

pith:2022:LGHMPDQQIJRVACP642W4NA2MMW

not attested not anchored not stored refs pending

A Theoretical Study on Solving Continual Learning

Bing Liu, Changnan Xiao, Gyuhak Kim, Tatsuya Konishi, Zixuan Ke

arxiv:2211.02633 v1 · 2022-11-04 · cs.LG · cs.AI · 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{LGHMPDQQIJRVACP642W4NA2MMW}

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	2026-07-05T05:13:17.589430Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

598ec78e1042635009fee6adc6834c65acc51955ce3585760d4f282c75011c83

Aliases

arxiv: 2211.02633 · arxiv_version: 2211.02633v1 · doi: 10.48550/arxiv.2211.02633 · pith_short_12: LGHMPDQQIJRV · pith_short_16: LGHMPDQQIJRVACP6 · pith_short_8: LGHMPDQQ

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/LGHMPDQQIJRVACP642W4NA2MMW \
  | 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: 598ec78e1042635009fee6adc6834c65acc51955ce3585760d4f282c75011c83

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a96af88549653c090cae1cd2624824b51c1e009ba5e75b5329e7c43b0a59e112",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-04T17:45:55Z",
    "title_canon_sha256": "7daed1a27b69bce0235995ee4a418b5ee01abcead40d8147db56af1726291a21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.02633",
    "kind": "arxiv",
    "version": 1
  }
}