Pith Number

pith:ZIQKZD7P

pith:2024:ZIQKZD7PC4A4XEVVEZ7PSBFIFJ

not attested not anchored not stored refs pending

Private Synthetic Text Generation with Diffusion Models

Ivan Habernal, Sebastian Ochs

arxiv:2410.22971 v1 · 2024-10-30 · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZIQKZD7PC4A4XEVVEZ7PSBFIFJ}

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.

Cited by

1 paper in Pith

Diffusion Models Memorize in Training -- and Generalize in Inference

Receipt and verification

First computed	2026-07-05T09:28:39.178815Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca20ac8fef1701cb92b5267ef904a82a457c391698e0a91bef18a340c66f28c6

Aliases

arxiv: 2410.22971 · arxiv_version: 2410.22971v1 · doi: 10.48550/arxiv.2410.22971 · pith_short_12: ZIQKZD7PC4A4 · pith_short_16: ZIQKZD7PC4A4XEVV · pith_short_8: ZIQKZD7P

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/ZIQKZD7PC4A4XEVVEZ7PSBFIFJ \
  | 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: ca20ac8fef1701cb92b5267ef904a82a457c391698e0a91bef18a340c66f28c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "696228df64f130ef71a93ea405e7414e4c8770467efb165571836f9c6981f3be",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-10-30T12:38:49Z",
    "title_canon_sha256": "8fd785dffea16b5fd09cce8c3f50cdba5a0bad3112180a4148843b4568a477b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.22971",
    "kind": "arxiv",
    "version": 1
  }
}