Pith Number

pith:NIZTTQOX

pith:2026:NIZTTQOXTQXO4Z7YWPRDAZXATV

not attested not anchored not stored refs pending

Uniform Diffusion Models Revisited: Leave-One-Out Denoiser and Absorbing State Reformulation

Alain Durmus, Dario Shariatian, Eric Moulines, Eric P. Xing, Samson Gourevitch, Umut Simsekli, Yazid Janati

arxiv:2605.22765 v1 · 2026-05-21 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NIZTTQOXTQXO4Z7YWPRDAZXATV}

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	2026-05-22T02:04:54.041352Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6a3339c1d79c2eee67f8b3e23066e09d7ff706de82bc8408bc4f3746da03705a

Aliases

arxiv: 2605.22765 · arxiv_version: 2605.22765v1 · doi: 10.48550/arxiv.2605.22765 · pith_short_12: NIZTTQOXTQXO · pith_short_16: NIZTTQOXTQXO4Z7Y · pith_short_8: NIZTTQOX

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/NIZTTQOXTQXO4Z7YWPRDAZXATV \
  | 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: 6a3339c1d79c2eee67f8b3e23066e09d7ff706de82bc8408bc4f3746da03705a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14c38d8f2fcb64a3e0c61c9bc1929b168d0cbaa3e32914708d45dcf63742fabf",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-21T17:27:19Z",
    "title_canon_sha256": "40c7be45576f2e7482d52822e5ab0b2018c9c735175089d2d4a65879467ceb8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.22765",
    "kind": "arxiv",
    "version": 1
  }
}