Pith Number

pith:XOG2CUXJ

pith:2024:XOG2CUXJ4OUWG6RCEJQKKXNZFM

not attested not anchored not stored refs pending

Open-world machine learning: A review and new outlooks

Cheng-Lin Liu, Dacheng Tao, Fei Zhu, Shijie Ma, Xu-Yao Zhang, Zhaoxiang Zhang, Zhen Cheng

arxiv:2403.01759 v4 · 2024-03-04 · 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{XOG2CUXJ4OUWG6RCEJQKKXNZFM}

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

2 papers in Pith

Identifying Latent Concepts and Structures for Generalized Category Discovery

Multilingual Coreference Resolution via Cycle-Consistent Machine Translation

Receipt and verification

First computed	2026-07-05T11:25:00.818105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb8da152e9e3a9637a222260a55db92b35b9bdf65f7d33b9114b615a667a55e8

Aliases

arxiv: 2403.01759 · arxiv_version: 2403.01759v4 · doi: 10.48550/arxiv.2403.01759 · pith_short_12: XOG2CUXJ4OUW · pith_short_16: XOG2CUXJ4OUWG6RC · pith_short_8: XOG2CUXJ

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/XOG2CUXJ4OUWG6RCEJQKKXNZFM \
  | 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: bb8da152e9e3a9637a222260a55db92b35b9bdf65f7d33b9114b615a667a55e8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2c6543c2587b0c79553760dc37599afb6b68e82204e8922dcff3cc506775a58",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-04T06:25:26Z",
    "title_canon_sha256": "c63d0248abb1819ef03f6462f013453b0c0c076b471aad4a91b5129d9865826c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01759",
    "kind": "arxiv",
    "version": 4
  }
}