Pith Number

pith:GD7DSRBI

pith:2025:GD7DSRBIH464HHXZDQZHBORKC5

not attested not anchored not stored refs pending

Provable Diffusion Posterior Sampling for Bayesian Inversion

Chenguang Duan, Cheng Yuan, Jerry Zhijian Yang, Jinyuan Chang, Ruoxuan Li, Yuling Jiao

arxiv:2512.08022 v2 · 2025-12-08 · stat.ML · cs.LG · cs.NA · math.NA · math.PR · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GD7DSRBIH464HHXZDQZHBORKC5}

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

4 papers in Pith

Tracing the Oracle: Improving Diffusion Timestep Scheduling for 3D CT Reconstruction

Image Restoration via Diffusion Models with Dynamic Resolution

Proximal-Based Generative Modeling for Bayesian Inverse Problems

Beyond Expected Information Gain: Stable Bayesian Optimal Experimental Design with Integral Probability Metrics and Plug-and-Play Extensions

Receipt and verification

First computed	2026-08-03T01:27:06.841993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

30fe3944283f3dc39ef91c3270ba2a175330606a622d1bff3ef7042f64469190

Aliases

arxiv: 2512.08022 · arxiv_version: 2512.08022v2 · doi: 10.48550/arxiv.2512.08022 · pith_short_12: GD7DSRBIH464 · pith_short_16: GD7DSRBIH464HHXZ · pith_short_8: GD7DSRBI

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/GD7DSRBIH464HHXZDQZHBORKC5 \
  | 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: 30fe3944283f3dc39ef91c3270ba2a175330606a622d1bff3ef7042f64469190

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09e2d9df38e7b703270333eba1c305795dd5b29b30ae0eaf2c3fdcfc09f111bb",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA",
      "math.PR",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-12-08T20:34:05Z",
    "title_canon_sha256": "6c9c0cab1289dc21404efc3fadae2b81b8cd8550e73299782a6b27119a7ca5d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.08022",
    "kind": "arxiv",
    "version": 2
  }
}