Pith Number

pith:DDB474QM

pith:2026:DDB474QMPXOYGRQZLZ7UWTHMJX

not attested not anchored not stored refs pending

CL-Anomaly: Layer-Adaptive Mixture-of-Experts with Multimodal Large Language Model for Continual Learning in Anomaly Detection

Ben Li, Caifeng Shan, Fang Zhao, Guo-Sen Xie, Kai Sun, Shuangqing Zhang, Wen Dong, Zhao Wang

arxiv:2607.02930 v1 · 2026-07-03 · 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{DDB474QMPXOYGRQZLZ7UWTHMJX}

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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	2026-07-07T01:16:36.874947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18c3cff20c7ddd8346195e7f4b4cec4dd99e7b36cd77f6cb8770191a7e25222a

Aliases

arxiv: 2607.02930 · arxiv_version: 2607.02930v1 · doi: 10.48550/arxiv.2607.02930 · pith_short_12: DDB474QMPXOY · pith_short_16: DDB474QMPXOYGRQZ · pith_short_8: DDB474QM

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/DDB474QMPXOYGRQZLZ7UWTHMJX \
  | 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: 18c3cff20c7ddd8346195e7f4b4cec4dd99e7b36cd77f6cb8770191a7e25222a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "657c817dbaf2f083b2ec95cf25930c171d5f4c745cbb07d2e7cc9d0c453414bc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-03T03:53:58Z",
    "title_canon_sha256": "3e951f2d77f21ba5780c297d0aeedee174ad537164ae3f1b08d4be645ecf13e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.02930",
    "kind": "arxiv",
    "version": 1
  }
}