Pith Number

pith:ZZ4PIRUO

pith:2024:ZZ4PIRUOHBHK35DIMOPEGVDIZV

not attested not anchored not stored refs pending

Few-Shot Class-Incremental Learning with Non-IID Decentralized Data

Cuiwei Liu, Huaijun Qiu, Jing Zhang, Liang Zhao, Siang Xu, Zhi Liu

arxiv:2409.11657 v1 · 2024-09-18 · 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{ZZ4PIRUOHBHK35DIMOPEGVDIZV}

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	2026-07-05T09:08:35.434574Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce78f4468e384eadf468639e435468cd7e2393828ba98da7e4a62f61d1efb61d

Aliases

arxiv: 2409.11657 · arxiv_version: 2409.11657v1 · doi: 10.48550/arxiv.2409.11657 · pith_short_12: ZZ4PIRUOHBHK · pith_short_16: ZZ4PIRUOHBHK35DI · pith_short_8: ZZ4PIRUO

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/ZZ4PIRUOHBHK35DIMOPEGVDIZV \
  | 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: ce78f4468e384eadf468639e435468cd7e2393828ba98da7e4a62f61d1efb61d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb9c3b7d9e452e75388e205b187a77966cd9cdff3c5e6e27c93b3d9715dc26c2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-18T02:48:36Z",
    "title_canon_sha256": "da1547e9acf5d4d313e46db53990fde2a40eb074c10ffdf78a8c4651974bb6f9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.11657",
    "kind": "arxiv",
    "version": 1
  }
}