Pith Number

pith:INEJBBGU

pith:2023:INEJBBGUQEIYPDJA6FQ67HYMXL

not attested not anchored not stored refs pending

Diffusion on the Probability Simplex

Eric Zhengyu Zhu, Griffin Floto, Mihai Nica, Scott Sanner, Thorsteinn Jonsson

arxiv:2309.02530 v2 · 2023-09-05 · 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{INEJBBGUQEIYPDJA6FQ67HYMXL}

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

Tweedie's Formulae and Diffusion Generative Models Beyond Gaussian

Receipt and verification

First computed	2026-07-05T06:49:43.966724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43489084d48111878d20f161ef9f0cbaf605a7ddffa15a42df088a9bf16713c1

Aliases

arxiv: 2309.02530 · arxiv_version: 2309.02530v2 · doi: 10.48550/arxiv.2309.02530 · pith_short_12: INEJBBGUQEIY · pith_short_16: INEJBBGUQEIYPDJA · pith_short_8: INEJBBGU

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/INEJBBGUQEIYPDJA6FQ67HYMXL \
  | 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: 43489084d48111878d20f161ef9f0cbaf605a7ddffa15a42df088a9bf16713c1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10424c10eb3e99c85f6a60abd725ab708d94b726f6132b6713411e47c17926c0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-09-05T18:52:35Z",
    "title_canon_sha256": "a1a4aa72db935092081c1ab767901bbcb2c561db3a61965c830cfb84efe5b043"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.02530",
    "kind": "arxiv",
    "version": 2
  }
}