Pith Number

pith:VD5J4XIK

pith:2025:VD5J4XIKU3USY3XRVPUI4SY4YW

not attested not anchored not stored refs pending

Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin

Chao Zhang, Chen Li, Fangyikang Wang, Hanbin Zhao, Hubery Yin, Hui Qian, Huminhao Zhu, Lei Qian, Shaobin Zhuang, Yanlong Tang, Yilin Zhang, Yinan Li

arxiv:2505.24222 v1 · 2025-05-30 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VD5J4XIKU3USY3XRVPUI4SY4YW}

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.

Receipt and verification

First computed	2026-07-05T11:12:44.462291Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8fa9e5d0aa6e92c6ef1abe88e4b1cc5aabf33c3995e7d6f2be6a1a69b0cfdb7

Aliases

arxiv: 2505.24222 · arxiv_version: 2505.24222v1 · doi: 10.48550/arxiv.2505.24222 · pith_short_12: VD5J4XIKU3US · pith_short_16: VD5J4XIKU3USY3XR · pith_short_8: VD5J4XIK

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/VD5J4XIKU3USY3XRVPUI4SY4YW \
  | 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: a8fa9e5d0aa6e92c6ef1abe88e4b1cc5aabf33c3995e7d6f2be6a1a69b0cfdb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4ffc7881ee04eb8a10d2606d4ff4877f0593a3092391c5711251b17fba3c9ec",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-30T05:21:44Z",
    "title_canon_sha256": "c5266532fbe8c7311c4d825bd27df2ad81915fdd7f6aa4fc6a402154d747c88d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24222",
    "kind": "arxiv",
    "version": 1
  }
}