Pith Number

pith:QKEPQFUO

pith:2023:QKEPQFUO4GTPVHPJY743FB3TZC

not attested not anchored not stored refs pending

EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies

Kilian Batzner, Lars Heckler, Rebecca K\"onig

arxiv:2303.14535 v3 · 2023-03-25 · 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{QKEPQFUO4GTPVHPJY743FB3TZC}

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.

Cited by

1 paper in Pith

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

Receipt and verification

First computed	2026-07-05T07:42:59.929385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8288f8168ee1a6fa9de9c7f9b28773c8af4717dbfecd23f019571dc9863f4b2b

Aliases

arxiv: 2303.14535 · arxiv_version: 2303.14535v3 · doi: 10.48550/arxiv.2303.14535 · pith_short_12: QKEPQFUO4GTP · pith_short_16: QKEPQFUO4GTPVHPJ · pith_short_8: QKEPQFUO

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/QKEPQFUO4GTPVHPJY743FB3TZC \
  | 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: 8288f8168ee1a6fa9de9c7f9b28773c8af4717dbfecd23f019571dc9863f4b2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3732fbdd783721fdd38c2ee6186ec4067bff306b38ab821dd64a2deaf772d84c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-25T18:48:33Z",
    "title_canon_sha256": "770c0a40b4036257e8169f2e0bd249465c69b15f3e8263e635639b2b460ceee2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.14535",
    "kind": "arxiv",
    "version": 3
  }
}