Pith Number

pith:S43QJ4ZO

pith:2023:S43QJ4ZOBFGH23YRFQS326LDUC

not attested not anchored not stored refs pending

Likelihood-based Out-of-Distribution Detection with Denoising Diffusion Probabilistic Models

Joseph Goodier, Neill D.F. Campbell

arxiv:2310.17432 v1 · 2023-10-26 · 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{S43QJ4ZOBFGH23YRFQS326LDUC}

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

2 papers in Pith

Towards a Certificate of Trust: Task-Aware OOD Detection for Scientific AI

Backbone-Equated Diffusion OOD via Sparse Internal Snapshots

Receipt and verification

First computed	2026-07-05T07:05:33.892156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

973704f32e094c7d6f112c25bd7963a086d319a86ed33aa9ddd39091429c0a00

Aliases

arxiv: 2310.17432 · arxiv_version: 2310.17432v1 · doi: 10.48550/arxiv.2310.17432 · pith_short_12: S43QJ4ZOBFGH · pith_short_16: S43QJ4ZOBFGH23YR · pith_short_8: S43QJ4ZO

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/S43QJ4ZOBFGH23YRFQS326LDUC \
  | 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: 973704f32e094c7d6f112c25bd7963a086d319a86ed33aa9ddd39091429c0a00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a06dd0c7c27eb8eb9c14c1b56eaf4b5752b4120c3063ed4ed28f12675974098a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-26T14:40:30Z",
    "title_canon_sha256": "59b0de254f33871f978686060e421f034b55a933a5247d173c6b483d46436ab9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.17432",
    "kind": "arxiv",
    "version": 1
  }
}