Pith Number

pith:4RB5CNWT

pith:2024:4RB5CNWTI5C4PBQQBBKYVMGAIC

not attested not anchored not stored refs pending

How Diffusion Models Learn to Factorize and Compose

Ila Fiete, Mitchell Ostrow, Qiyao Liang, Ziming Liu

arxiv:2408.13256 v2 · 2024-08-23 · cs.AI · cs.CV · 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{4RB5CNWTI5C4PBQQBBKYVMGAIC}

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

Structure over Pixels: Learning Variable-Length Visual Programs

Receipt and verification

First computed	2026-07-05T09:18:53.775912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e443d136d34745c7861008558ab0c04086857597a937daef015ee5b37218ed3f

Aliases

arxiv: 2408.13256 · arxiv_version: 2408.13256v2 · doi: 10.48550/arxiv.2408.13256 · pith_short_12: 4RB5CNWTI5C4 · pith_short_16: 4RB5CNWTI5C4PBQQ · pith_short_8: 4RB5CNWT

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/4RB5CNWTI5C4PBQQBBKYVMGAIC \
  | 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: e443d136d34745c7861008558ab0c04086857597a937daef015ee5b37218ed3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0e23c22a614297f79b9ce03e01b6d54d70e98c1f465914635b07181bb61b08e",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-23T17:59:03Z",
    "title_canon_sha256": "cae5d648650a218ce5055f56b5364c873ffbcfb085a477a10a9d9d5f0f7a38b2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13256",
    "kind": "arxiv",
    "version": 2
  }
}