Pith Number

pith:QLFAUQQR

pith:2026:QLFAUQQRA4VRNBPPHW4KJVEIUC

not attested not anchored not stored refs pending

Parameter Efficient Multi-Class Intelligent Scheduling for Multimodal Online Distributed Industrial Anomaly Detection

Fangming Liu, Heqiang Wang, Jia Zhou, Weihong Yang, Weizhe Zhang, Xiaoxiong Zhong, Zheyuan Yang

arxiv:2605.23984 v1 · 2026-05-15 · 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{QLFAUQQRA4VRNBPPHW4KJVEIUC}

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	2026-05-26T01:02:39.070625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

82ca0a4211072b1685ef3db8a4d488a0806fa27696519c4c62aef32ecabc9ee9

Aliases

arxiv: 2605.23984 · arxiv_version: 2605.23984v1 · doi: 10.48550/arxiv.2605.23984 · pith_short_12: QLFAUQQRA4VR · pith_short_16: QLFAUQQRA4VRNBPP · pith_short_8: QLFAUQQR

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/QLFAUQQRA4VRNBPPHW4KJVEIUC \
  | 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: 82ca0a4211072b1685ef3db8a4d488a0806fa27696519c4c62aef32ecabc9ee9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fbe5a339e8be792bf98f1e584ad7be6e121292576253a44195b1fd41ffd98bbd",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-15T08:25:40Z",
    "title_canon_sha256": "ae0c56b355925a6bb0d489b16b851c9fc9c6fef437454dfc79b03f8110e531c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.23984",
    "kind": "arxiv",
    "version": 1
  }
}