Pith Number

pith:SRTJYK5J

pith:2023:SRTJYK5JXJNKOVRHGDH24NHBNP

not attested not anchored not stored refs pending

Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers

Alexandros G. Dimakis, Giannis Daras, Sitan Chen

arxiv:2303.03384 v1 · 2023-03-06 · cs.LG · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SRTJYK5JXJNKOVRHGDH24NHBNP}

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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

Faster Diffusion Models via Higher-Order Approximation

Receipt and verification

First computed	2026-07-05T05:48:29.067288Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94669c2ba9ba5aa7562730cfae34e16bff7062c66c46d733c82fd9e44c8323b9

Aliases

arxiv: 2303.03384 · arxiv_version: 2303.03384v1 · doi: 10.48550/arxiv.2303.03384 · pith_short_12: SRTJYK5JXJNK · pith_short_16: SRTJYK5JXJNKOVRH · pith_short_8: SRTJYK5J

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/SRTJYK5JXJNKOVRHGDH24NHBNP \
  | 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: 94669c2ba9ba5aa7562730cfae34e16bff7062c66c46d733c82fd9e44c8323b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cb111b658700b041590dd2057a3f177eed151caeabb28c47c90772bf450f96ee",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-03-06T18:59:19Z",
    "title_canon_sha256": "ab93ccb51d8f7d24bb38d2880fc135cc2460950a6ad550db6d4d375aedddb11b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.03384",
    "kind": "arxiv",
    "version": 1
  }
}