Pith Number

pith:GQY2IQKA

pith:2023:GQY2IQKAXPYF22X3W52BBHPSIL

not attested not anchored not stored refs pending

Unified Classification and Rejection: A One-versus-All Framework

Cheng-Lin Liu, Xu-Yao Zhang, Zhen Cheng

arxiv:2311.13355 v2 · 2023-11-22 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GQY2IQKAXPYF22X3W52BBHPSIL}

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

3 papers in Pith

ECUAS$_n$: A family of metrics for principled evaluation of uncertainty-augmented systems

Receipt and verification

First computed	2026-07-05T08:51:44.855428Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3431a44140bbf05d6afbb774109df242c76c269086cc5e2f017333060b4252aa

Aliases

arxiv: 2311.13355 · arxiv_version: 2311.13355v2 · doi: 10.48550/arxiv.2311.13355 · pith_short_12: GQY2IQKAXPYF · pith_short_16: GQY2IQKAXPYF22X3 · pith_short_8: GQY2IQKA

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/GQY2IQKAXPYF22X3W52BBHPSIL \
  | 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: 3431a44140bbf05d6afbb774109df242c76c269086cc5e2f017333060b4252aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cfc832d57bc642a6d0b24072f162373859ffb29c8c79b0158d33765c639ebe3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-11-22T12:47:12Z",
    "title_canon_sha256": "a4027eb78d8c96560df97ac5e76676db082868fff1b3174333fd4200c407449f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.13355",
    "kind": "arxiv",
    "version": 2
  }
}