Pith Number

pith:H3A5ZPWU

pith:2025:H3A5ZPWU23WIWUNPZ7GG3KBJHP

not attested not anchored not stored refs pending

Dale meets Langevin: A Multiplicative Denoising Diffusion Model

Chandra Sekhar Seelamantula, Madhava Prasath, Nishanth Shetty

arxiv:2510.02730 v2 · 2025-10-03 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H3A5ZPWU23WIWUNPZ7GG3KBJHP}

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

Tweedie's Formulae and Diffusion Generative Models Beyond Gaussian

Receipt and verification

First computed	2026-05-26T02:03:56.822292Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ec1dcbed4d6ec8b51afcfcc6da8293bf528d7442942d4ae974f23ef1c084172

Aliases

arxiv: 2510.02730 · arxiv_version: 2510.02730v2 · doi: 10.48550/arxiv.2510.02730 · pith_short_12: H3A5ZPWU23WI · pith_short_16: H3A5ZPWU23WIWUNP · pith_short_8: H3A5ZPWU

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/H3A5ZPWU23WIWUNPZ7GG3KBJHP \
  | 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: 3ec1dcbed4d6ec8b51afcfcc6da8293bf528d7442942d4ae974f23ef1c084172

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3240d144da4d06cd9baa341fbe9be2c5c3011671ed4209752ce20aa5b9cb50b9",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-03T05:23:33Z",
    "title_canon_sha256": "659c8a951e8096361b4a2e04d951be0b084bc2485f7b15823e36b9ee75a6649c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.02730",
    "kind": "arxiv",
    "version": 2
  }
}