Pith Number

pith:XTQNTHZZ

pith:2023:XTQNTHZZVMRP3EM5GB6X5BQZKF

not attested not anchored not stored refs pending

Neural Diffusion Models

Christian A. Naesseth, Dmitry Vetrov, Grigory Bartosh

arxiv:2310.08337 v3 · 2023-10-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XTQNTHZZVMRP3EM5GB6X5BQZKF}

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 Review of Diffusion-based Simulation-Based Inference: Foundations and Applications in Non-Ideal Data Scenarios

Receipt and verification

First computed	2026-07-05T08:25:50.214011Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bce0d99f39ab22fd919d307d7e86195170597329c263e3e215faf3effb1f20bc

Aliases

arxiv: 2310.08337 · arxiv_version: 2310.08337v3 · doi: 10.48550/arxiv.2310.08337 · pith_short_12: XTQNTHZZVMRP · pith_short_16: XTQNTHZZVMRP3EM5 · pith_short_8: XTQNTHZZ

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/XTQNTHZZVMRP3EM5GB6X5BQZKF \
  | 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: bce0d99f39ab22fd919d307d7e86195170597329c263e3e215faf3effb1f20bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "309cd0b588e3377a01607b8b694f58c64dd3f1a76c702edc63b5e77f0cf27534",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-12T13:54:55Z",
    "title_canon_sha256": "e026006e543ff4095921aeb34add4dd19d172e90f86d2722d51bfaf47600a0f8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.08337",
    "kind": "arxiv",
    "version": 3
  }
}