Pith Number

pith:MWM2ELU5

pith:2026:MWM2ELU5C56TQ332N66WDJN7OR

not attested not anchored not stored refs pending

VFAD: Variational Semantic Prompting Meets Frequency-Adaptive Representation Learning for Zero-Shot Anomaly Detection

Chao Huang, Fangjun Huang, Kaige Li, Li Shen, Mingbo Yang, Peng Chen, Wei Wang, Wenqiang Wang

arxiv:2607.29370 v1 · 2026-07-31 · 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{MWM2ELU5C56TQ332N66WDJN7OR}

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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	2026-08-03T01:33:25.239321Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6599a22e9d177d386f7a6fbd61a5bf7462acfaa07d1a47920dc5bdaa088e8f46

Aliases

arxiv: 2607.29370 · arxiv_version: 2607.29370v1 · doi: 10.48550/arxiv.2607.29370 · pith_short_12: MWM2ELU5C56T · pith_short_16: MWM2ELU5C56TQ332 · pith_short_8: MWM2ELU5

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/MWM2ELU5C56TQ332N66WDJN7OR \
  | 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: 6599a22e9d177d386f7a6fbd61a5bf7462acfaa07d1a47920dc5bdaa088e8f46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60b109e94a579a532f762e484ef0dc86c10c99f2902878111e5b6c14491b9226",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-31T12:56:01Z",
    "title_canon_sha256": "493cf457d8b56ff286444c98b6242bf17709402ff9138394d79046d5f5e61a02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.29370",
    "kind": "arxiv",
    "version": 1
  }
}