Pith Number

pith:ZJYVDVEX

pith:2024:ZJYVDVEXLTMKAMZZKNRUZFFNCL

not attested not anchored not stored refs pending

Divide-and-Conquer Posterior Sampling for Denoising Diffusion Priors

Alain Durmus, Badr Moufad, Eric Moulines, Jimmy Olsson, Yazid Janati

arxiv:2403.11407 v2 · 2024-03-18 · 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{ZJYVDVEXLTMKAMZZKNRUZFFNCL}

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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

Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior

Receipt and verification

First computed	2026-07-05T09:34:35.176593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ca7151d4975cd8a0333953634c94ad12e6dea89391fc006b6a21ea2515f2378d

Aliases

arxiv: 2403.11407 · arxiv_version: 2403.11407v2 · doi: 10.48550/arxiv.2403.11407 · pith_short_12: ZJYVDVEXLTMK · pith_short_16: ZJYVDVEXLTMKAMZZ · pith_short_8: ZJYVDVEX

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/ZJYVDVEXLTMKAMZZKNRUZFFNCL \
  | 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: ca7151d4975cd8a0333953634c94ad12e6dea89391fc006b6a21ea2515f2378d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f97feca4a446db841ded2e7e4d6dd80f682fc1944425789a35c87cf974639a64",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-03-18T01:47:24Z",
    "title_canon_sha256": "268c00697d8777b851aba5a29632b363ef0242a4811fd46bb26d5bf16227cb1e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.11407",
    "kind": "arxiv",
    "version": 2
  }
}