Pith Number

pith:H6QOD4CD

pith:2023:H6QOD4CDL7ROAMU4UA3ERHFUQ4

not attested not anchored not stored refs pending

Pushing the Limits of Fewshot Anomaly Detection in Industry Vision: Graphcore

Feng Zheng, Guoyang Xie, Jiaqi Liu, Jinbao Wang, Yaochu Jin

arxiv:2301.12082 v3 · 2023-01-28 · 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{H6QOD4CDL7ROAMU4UA3ERHFUQ4}

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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

Visual Prompting Meets Feature Reconstruction-Based Anomaly Detection with Dual-Teacher Supervision

SubspaceAD: Training-Free Few-Shot Anomaly Detection via Subspace Modeling

Receipt and verification

First computed	2026-07-05T07:00:07.080937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3fa0e1f0435fe2e0329ca036489cb48723618d3852e2d685d6f1a2dd99467b6a

Aliases

arxiv: 2301.12082 · arxiv_version: 2301.12082v3 · doi: 10.48550/arxiv.2301.12082 · pith_short_12: H6QOD4CDL7RO · pith_short_16: H6QOD4CDL7ROAMU4 · pith_short_8: H6QOD4CD

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/H6QOD4CDL7ROAMU4UA3ERHFUQ4 \
  | 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: 3fa0e1f0435fe2e0329ca036489cb48723618d3852e2d685d6f1a2dd99467b6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cf8451fffe2c66921ea4e864a53f41146bd287443e66098af529ce5541acd10",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-01-28T03:58:32Z",
    "title_canon_sha256": "9ab3324cd295985117bf85acd7e6923767f237af714a203d24dc5003cca4731c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.12082",
    "kind": "arxiv",
    "version": 3
  }
}