Pith Number

pith:DZXGTI7Z

pith:2023:DZXGTI7ZFUWXSIGHQQDRBZALSP

not attested not anchored not stored refs pending

Parallel Sampling of Diffusion Models

Andy Shih, Dorsa Sadigh, Nima Anari, Stefano Ermon, Suneel Belkhale

arxiv:2305.16317 v3 · 2023-05-25 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DZXGTI7ZFUWXSIGHQQDRBZALSP}

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	2026-07-05T07:01:01.858577Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1e6e69a3f92d2d7920c7840710e40b93f15e17000740b509ab5b14250b19aa8f

Aliases

arxiv: 2305.16317 · arxiv_version: 2305.16317v3 · doi: 10.48550/arxiv.2305.16317 · pith_short_12: DZXGTI7ZFUWX · pith_short_16: DZXGTI7ZFUWXSIGH · pith_short_8: DZXGTI7Z

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/DZXGTI7ZFUWXSIGHQQDRBZALSP \
  | 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: 1e6e69a3f92d2d7920c7840710e40b93f15e17000740b509ab5b14250b19aa8f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8ecd947a45ffcead6dceb9c9d6037f900fa80ba742a884dc970946f62649474f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-25T17:59:42Z",
    "title_canon_sha256": "ad466902bc74631a181e5f06a4e2a3d5a704f650a9b0a292665de70b4ed24603"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.16317",
    "kind": "arxiv",
    "version": 3
  }
}