Pith Number

pith:GG2LERJG

pith:2022:GG2LERJGOX7SU7MUM2URJ5DWTL

not attested not anchored not stored refs pending

How Much is Enough? A Study on Diffusion Times in Score-based Generative Models

Alessandro Finamore, Dario Rossi, Giulio Franzese, Lixuan Yang, Maurizio Filippone, Pietro Michiardi, Simone Rossi

arxiv:2206.05173 v1 · 2022-06-10 · stat.ML · 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{GG2LERJGOX7SU7MUM2URJ5DWTL}

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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

Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow

Receipt and verification

First computed	2026-07-05T06:03:54.761618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31b4b2452675ff2a7d9466a914f4769ad5bb82c9061fc2c082a49054881e64e6

Aliases

arxiv: 2206.05173 · arxiv_version: 2206.05173v1 · doi: 10.48550/arxiv.2206.05173 · pith_short_12: GG2LERJGOX7S · pith_short_16: GG2LERJGOX7SU7MU · pith_short_8: GG2LERJG

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/GG2LERJGOX7SU7MUM2URJ5DWTL \
  | 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: 31b4b2452675ff2a7d9466a914f4769ad5bb82c9061fc2c082a49054881e64e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e6386bba34d181b7209ab01e4272f56ed67e0d07639d7364f7acbbefde9f0927",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-06-10T15:09:46Z",
    "title_canon_sha256": "cc0468c091c72057ffddee3a5f551e04a5cb19250c186ccc9bb6499fa9bec73c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05173",
    "kind": "arxiv",
    "version": 1
  }
}