Pith Number

pith:G6USKLAG

pith:2024:G6USKLAG6I5W5DC5IJGKTYRBYG

not attested not anchored not stored refs pending

Convergence Analysis of Probability Flow ODE for Score-based Generative Models

Daniel Zhengyu Huang, Jiaoyang Huang, Zhengjiang Lin

arxiv:2404.09730 v3 · 2024-04-15 · cs.LG · cs.NA · math.CA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6USKLAG6I5W5DC5IJGKTYRBYG}

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

3 papers in Pith

Diffusion Models Adapt to Low-Dimensional Structure Under Flexible Coefficient Choices

ART for Diffusion Sampling: Continuous-Time Control and Actor-Critic Learning

ART for Diffusion Sampling: A Reinforcement Learning Approach to Timestep Schedule

Receipt and verification

First computed	2026-07-05T10:51:21.381299Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37a9252c06f23b6e8c5d424ca9e221c1ac206d246be79cc330dd1f776b045336

Aliases

arxiv: 2404.09730 · arxiv_version: 2404.09730v3 · doi: 10.48550/arxiv.2404.09730 · pith_short_12: G6USKLAG6I5W · pith_short_16: G6USKLAG6I5W5DC5 · pith_short_8: G6USKLAG

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/G6USKLAG6I5W5DC5IJGKTYRBYG \
  | 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: 37a9252c06f23b6e8c5d424ca9e221c1ac206d246be79cc330dd1f776b045336

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4917b7fa8a1d0f09c6c38710755a9bd4e490ecea250484172191d8e6110cc5bf",
    "cross_cats_sorted": [
      "cs.NA",
      "math.CA",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-15T12:29:28Z",
    "title_canon_sha256": "ebc8929841d1e70116bfd183b806d25bbd11462259e21b2a743e5f8341272270"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.09730",
    "kind": "arxiv",
    "version": 3
  }
}