Pith Number

pith:VXDSCKKN

pith:2022:VXDSCKKNOY5TKX3UPSROPT3DLO

not attested not anchored not stored refs pending

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

Gowthami Somepalli, Jonas Geiping, Micah Goldblum, Tom Goldstein, Vasu Singla

arxiv:2212.03860 v3 · 2022-12-07 · cs.LG · cs.CV · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VXDSCKKNOY5TKX3UPSROPT3DLO}

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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

Diffusion Models Memorize in Training -- and Generalize in Inference

Receipt and verification

First computed	2026-07-05T05:24:15.759234Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

adc721294d763b355f747ca2e7cf635b82b3467037d82b614cb3a7a4beb9d503

Aliases

arxiv: 2212.03860 · arxiv_version: 2212.03860v3 · doi: 10.48550/arxiv.2212.03860 · pith_short_12: VXDSCKKNOY5T · pith_short_16: VXDSCKKNOY5TKX3U · pith_short_8: VXDSCKKN

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/VXDSCKKNOY5TKX3UPSROPT3DLO \
  | 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: adc721294d763b355f747ca2e7cf635b82b3467037d82b614cb3a7a4beb9d503

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "549f1bb6f26c796912d629a601b2d55d7ab4cbd4bab79d08cd66145d5d81e138",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.CY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-07T18:58:02Z",
    "title_canon_sha256": "951956d24794456b697f49783bc49a5e27ed0c0825ed524256fe612c7fac2eee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03860",
    "kind": "arxiv",
    "version": 3
  }
}