Pith Number

pith:BFDJOJR6

pith:2024:BFDJOJR6EPGCGIMCN4CGBEO5DI

not attested not anchored not stored refs pending

Diffusion Models with Ensembled Structure-Based Anomaly Scoring for Unsupervised Anomaly Detection

Alexander Schlaefer, Debayan Bhattacharya, Finn Behrendt, Julia Kr\"uger, Lennart Maack, Robin Mieling, Roland Opfer

arxiv:2403.14262 v1 · 2024-03-21 · eess.IV · cs.CV · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BFDJOJR6EPGCGIMCN4CGBEO5DI}

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.

Receipt and verification

First computed	2026-07-05T07:58:56.960381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

094697263e23cc2321826f046091dd1a3404708bd5f090fba4aeed0e16fe9dc6

Aliases

arxiv: 2403.14262 · arxiv_version: 2403.14262v1 · doi: 10.48550/arxiv.2403.14262 · pith_short_12: BFDJOJR6EPGC · pith_short_16: BFDJOJR6EPGCGIMC · pith_short_8: BFDJOJR6

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/BFDJOJR6EPGCGIMCN4CGBEO5DI \
  | 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: 094697263e23cc2321826f046091dd1a3404708bd5f090fba4aeed0e16fe9dc6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d4ed8405b6c729b39b95a62d13ffbbe7220b812a86d2e1168363a7ffa9024377",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2024-03-21T09:50:39Z",
    "title_canon_sha256": "d828e96b8246ab4c9d025896983edfbf11c7b2f3527e6b4cf3c9b9dfa1566c19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.14262",
    "kind": "arxiv",
    "version": 1
  }
}