Pith Number

pith:BXT4VUMB

pith:2022:BXT4VUMBDXT64YBXHTKPVBZIDU

not attested not anchored not stored refs pending

Convergence for score-based generative modeling with polynomial complexity

Holden Lee, Jianfeng Lu, Yixin Tan

arxiv:2206.06227 v2 · 2022-06-13 · cs.LG · math.PR · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BXT4VUMBDXT64YBXHTKPVBZIDU}

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

4 papers in Pith

When Do Local Score Models Extrapolate Across Size? A Diagnostic Theory and Benchmark

The Value of Covariance Matching in Gaussian DDPMs and the Lanczos Sampler

Stochastic Interpolants: A Unifying Framework for Flows and Diffusions

Query Lower Bounds for Diffusion Sampling

Receipt and verification

First computed	2026-07-05T06:06:40.167178Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0de7cad1811de7ee60373cd4fa87281d1ce4468cfc6c73d66fa7f28e74596bfd

Aliases

arxiv: 2206.06227 · arxiv_version: 2206.06227v2 · doi: 10.48550/arxiv.2206.06227 · pith_short_12: BXT4VUMBDXT6 · pith_short_16: BXT4VUMBDXT64YBX · pith_short_8: BXT4VUMB

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/BXT4VUMBDXT64YBXHTKPVBZIDU \
  | 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: 0de7cad1811de7ee60373cd4fa87281d1ce4468cfc6c73d66fa7f28e74596bfd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cdb98ad1797441e7ce5496390fc87dd7fd3d5f2e347d301f1a972df0ae17050",
    "cross_cats_sorted": [
      "math.PR",
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-13T14:57:35Z",
    "title_canon_sha256": "405988b3bd7f292e6f97aa29e7873d11867b92f7c6e7fde0c667d923489f0ed1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06227",
    "kind": "arxiv",
    "version": 2
  }
}