Pith Number

pith:JPVI74LI

pith:2024:JPVI74LIH6R4GTPWQKX44KX4WA

not attested not anchored not stored refs pending

Score-Optimal Diffusion Schedules

Andrew Campbell, Arnaud Doucet, Christopher Williams, Saifuddin Syed

arxiv:2412.07877 v1 · 2024-12-10 · stat.ML · 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{JPVI74LIH6R4GTPWQKX44KX4WA}

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

A Fourier Space Perspective on Diffusion Models

Receipt and verification

First computed	2026-07-05T09:47:40.588819Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bea8ff1683fa3c34df682afce2afcb02ff0f5225cbf23d63413d5f33f4b69c2

Aliases

arxiv: 2412.07877 · arxiv_version: 2412.07877v1 · doi: 10.48550/arxiv.2412.07877 · pith_short_12: JPVI74LIH6R4 · pith_short_16: JPVI74LIH6R4GTPW · pith_short_8: JPVI74LI

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/JPVI74LIH6R4GTPWQKX44KX4WA \
  | 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: 4bea8ff1683fa3c34df682afce2afcb02ff0f5225cbf23d63413d5f33f4b69c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8578832eb6087874ecaef37d0e68cddb6bedb843bbb8094c933cc8c2490cc10c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-10T19:26:51Z",
    "title_canon_sha256": "920b7fbc8b6e5c44a1b0a314e1e525d2570d77903a0555cd8fb30bfcc0825f23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07877",
    "kind": "arxiv",
    "version": 1
  }
}