Pith Number

pith:KETBOYGX

pith:2024:KETBOYGXMTSFKRZVQIX57YMQBH

not attested not anchored not stored refs pending

Exploring Diffusion and Flow Matching Under Generator Matching

James DeLoye, Lance Mathias, Zeeshan Patel

arxiv:2412.11024 v2 · 2024-12-15 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KETBOYGXMTSFKRZVQIX57YMQBH}

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 Unified Measure-Theoretic View of Diffusion, Score-Based, and Flow Matching Generative Models

Receipt and verification

First computed	2026-07-05T09:50:09.127291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51261760d764e4554735822fdfe19009e226a53e54892e57dcb05d19589c2b11

Aliases

arxiv: 2412.11024 · arxiv_version: 2412.11024v2 · doi: 10.48550/arxiv.2412.11024 · pith_short_12: KETBOYGXMTSF · pith_short_16: KETBOYGXMTSFKRZV · pith_short_8: KETBOYGX

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/KETBOYGXMTSFKRZVQIX57YMQBH \
  | 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: 51261760d764e4554735822fdfe19009e226a53e54892e57dcb05d19589c2b11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a9d74ec1912556f93cab01a3666adf334910d63d85ec8aed48d7b037e33a8c6",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-15T02:35:31Z",
    "title_canon_sha256": "671ffad4581801254ae9bd396d69977304ae175123a329aca56d23ec2f7e1b2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.11024",
    "kind": "arxiv",
    "version": 2
  }
}