Pith Number

pith:ETEZ4SW3

pith:2023:ETEZ4SW35A7M43SWO2DYEJQ4Y7

not attested not anchored not stored refs pending

The Emergence of Reproducibility and Generalizability in Diffusion Models

Huijie Zhang, Jinfan Zhou, Liyue Shen, Minzhe Guo, Peng Wang, Qing Qu, Yifu Lu

arxiv:2310.05264 v5 · 2023-10-08 · 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{ETEZ4SW35A7M43SWO2DYEJQ4Y7}

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

Unleashing the Potential of Diffusion Models for End-to-End Autonomous Driving

From Navigation to Refinement: Revealing the Two-Stage Nature of Flow-based Diffusion Models through Oracle Velocity

The two clocks and the innovation window: When and how generative models learn rules

Receipt and verification

First computed	2026-06-10T01:09:10.929967Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

24c99e4adbe83ece6e56768782261cc7c5190a3ae8f5e34f53d5ae26582a8470

Aliases

arxiv: 2310.05264 · arxiv_version: 2310.05264v5 · doi: 10.48550/arxiv.2310.05264 · pith_short_12: ETEZ4SW35A7M · pith_short_16: ETEZ4SW35A7M43SW · pith_short_8: ETEZ4SW3

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/ETEZ4SW35A7M43SWO2DYEJQ4Y7 \
  | 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: 24c99e4adbe83ece6e56768782261cc7c5190a3ae8f5e34f53d5ae26582a8470

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0a908a6e53302ae61a368114afa33eca3ba529f6d2bd5a1f03b3ae96b38ae69d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-08T19:02:46Z",
    "title_canon_sha256": "b9745a2bf7825df4f4d408bd552e691d9eba20208c217fe7dbec129100f61d36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.05264",
    "kind": "arxiv",
    "version": 5
  }
}