Pith Number

pith:GMCCC5JJ

pith:2023:GMCCC5JJN64BHVMLUBPHLLXOG7

not attested not anchored not stored refs pending

A Note on the Convergence of Denoising Diffusion Probabilistic Models

Omar Rivasplata, Sokhna Diarra Mbacke

arxiv:2312.05989 v2 · 2023-12-10 · 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{GMCCC5JJN64BHVMLUBPHLLXOG7}

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	2026-07-05T09:06:56.470196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

33042175296fb813d58ba05e75aeee37e1b4b24273b258abb6bcb0ffe11ba48e

Aliases

arxiv: 2312.05989 · arxiv_version: 2312.05989v2 · doi: 10.48550/arxiv.2312.05989 · pith_short_12: GMCCC5JJN64B · pith_short_16: GMCCC5JJN64BHVML · pith_short_8: GMCCC5JJ

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/GMCCC5JJN64BHVMLUBPHLLXOG7 \
  | 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: 33042175296fb813d58ba05e75aeee37e1b4b24273b258abb6bcb0ffe11ba48e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e227b354446228e9b2476b1e15170ddfbb15263d2b519ef3026e6b655cb9bbc7",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-10T20:29:58Z",
    "title_canon_sha256": "0a96706fe514baede9151380f56a27d90839a61c1ab51c8a1abdc5a566a379b7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.05989",
    "kind": "arxiv",
    "version": 2
  }
}