Pith Number

pith:5EZZIX72

pith:2024:5EZZIX72LZMNGV53SVTABXMDSC

not attested not anchored not stored refs pending

Denoising Diffusion Probabilistic Models in Six Simple Steps

Aliaksandra Shysheya, Andrew Y. K. Foong, Bruno Mlodozeniec, Cristiana-Diana Diaconu, Richard E. Turner, Stratis Markou

arxiv:2402.04384 v2 · 2024-02-06 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5EZZIX72LZMNGV53SVTABXMDSC}

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

Weighted Support Points from Random Measures: An Interpretable Alternative for Generative Modeling

Receipt and verification

First computed	2026-07-05T07:43:35.524118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e933945ffa5e58d357bb956600dd839084d5859f3333b1b34eaec7b4c189e1de

Aliases

arxiv: 2402.04384 · arxiv_version: 2402.04384v2 · doi: 10.48550/arxiv.2402.04384 · pith_short_12: 5EZZIX72LZMN · pith_short_16: 5EZZIX72LZMNGV53 · pith_short_8: 5EZZIX72

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/5EZZIX72LZMNGV53SVTABXMDSC \
  | 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: e933945ffa5e58d357bb956600dd839084d5859f3333b1b34eaec7b4c189e1de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f05928bfbf3c420739da19b2703f9fbb6ea04ad3cfe135c09e88806db055742",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-06T20:43:04Z",
    "title_canon_sha256": "fb3993144a0af07d890f1e3768e6d22ade2a86ac3f9bd9117f7104ac17f95893"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.04384",
    "kind": "arxiv",
    "version": 2
  }
}