Pith Number

pith:DMJOEZAI

pith:2023:DMJOEZAIRPXGLMR4ZCXSJYWTKQ

not attested not anchored not stored refs pending

OMS-DPM: Optimizing the Model Schedule for Diffusion Probabilistic Models

Enshu Liu, Huazhong Yang, Xuefei Ning, Yu Wang, Zinan Lin

arxiv:2306.08860 v1 · 2023-06-15 · 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{DMJOEZAIRPXGLMR4ZCXSJYWTKQ}

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	2026-07-05T06:20:57.183599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b12e264088bee65b23cc8af24e2d35410f391164d2e7e54d0b1f79aaac2834f

Aliases

arxiv: 2306.08860 · arxiv_version: 2306.08860v1 · doi: 10.48550/arxiv.2306.08860 · pith_short_12: DMJOEZAIRPXG · pith_short_16: DMJOEZAIRPXGLMR4 · pith_short_8: DMJOEZAI

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/DMJOEZAIRPXGLMR4ZCXSJYWTKQ \
  | 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: 1b12e264088bee65b23cc8af24e2d35410f391164d2e7e54d0b1f79aaac2834f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3d4cf64ff374e502a49240245b03ab09a279124bcec9e0b9913b425f7a01b817",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-15T05:04:39Z",
    "title_canon_sha256": "a4650b583f2b2bd55cf57f46be464956bc1fd484a69072b480f428faeacf63dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.08860",
    "kind": "arxiv",
    "version": 1
  }
}