Pith Number

pith:LOLVO4ER

pith:2025:LOLVO4ERXMFVWXJKJMYTOVZUWU

not attested not anchored not stored refs pending

AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP

Chenxu Wu, Fenghe Tang, Qingsong Yao, Rui Yan, S.Kevin Zhou, Wenxin Ma, Xu Zhang, Yingtai Li, Zihang Jiang

arxiv:2503.06661 v1 · 2025-03-09 · cs.CV · 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{LOLVO4ERXMFVWXJKJMYTOVZUWU}

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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.

Cited by

2 papers in Pith

EV-CLIP: Efficient Visual Prompt Adaptation for CLIP in Few-shot Action Recognition under Visual Challenges

Latent Anomaly Knowledge Excavation: Unveiling Sparse Sensitive Neurons in Vision-Language Models

Receipt and verification

First computed	2026-07-05T10:27:39.606839Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b97577091bb0b5b5d2a4b31375734b506e1e9ec29b38a1f1cd8d6e6f108840e

Aliases

arxiv: 2503.06661 · arxiv_version: 2503.06661v1 · doi: 10.48550/arxiv.2503.06661 · pith_short_12: LOLVO4ERXMFV · pith_short_16: LOLVO4ERXMFVWXJK · pith_short_8: LOLVO4ER

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/LOLVO4ERXMFVWXJKJMYTOVZUWU \
  | 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: 5b97577091bb0b5b5d2a4b31375734b506e1e9ec29b38a1f1cd8d6e6f108840e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2749018b8432809364a54b95f589438f17ac0ff6570edd2c582b492ee9b1b1c2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-09T15:22:52Z",
    "title_canon_sha256": "8f47fd81be896b5cb4e849678fe5ae89b3c8eda5f2680eee447e499cbc347b5f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06661",
    "kind": "arxiv",
    "version": 1
  }
}