Pith Number

pith:M6PZDYWT

pith:2023:M6PZDYWTMG73I5N5VJTPJW3KWZ

not attested not anchored not stored refs pending

On the Generalization Properties of Diffusion Models

Huishuai Zhang, Jiang Bian, Puheng Li, Zhong Li

arxiv:2311.01797 v4 · 2023-11-03 · 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{M6PZDYWTMG73I5N5VJTPJW3KWZ}

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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

Enhancing Low Back Pain Assessment with Diffusion Models for Lumbar Spine MRI Segmentation

Receipt and verification

First computed	2026-07-05T10:29:14.058074Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

679f91e2d361bfb475bdaa66f4db6ab653dc37760799822f133b323c8eb62a41

Aliases

arxiv: 2311.01797 · arxiv_version: 2311.01797v4 · doi: 10.48550/arxiv.2311.01797 · pith_short_12: M6PZDYWTMG73 · pith_short_16: M6PZDYWTMG73I5N5 · pith_short_8: M6PZDYWT

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/M6PZDYWTMG73I5N5VJTPJW3KWZ \
  | 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: 679f91e2d361bfb475bdaa66f4db6ab653dc37760799822f133b323c8eb62a41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e4c273dfb56f45c5ebd349934d516249b70ff48c4a8a590f8021ed220884b7fa",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-11-03T09:20:20Z",
    "title_canon_sha256": "a7a7f6f6e520e8dd1ba24a36c635ffcdb76a224540dad43e7e3b590f6f1dc750"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.01797",
    "kind": "arxiv",
    "version": 4
  }
}