Pith Number

pith:WXLFLQ6P

pith:2024:WXLFLQ6PLUOLI2I2S3YE7QQSHJ

not attested not anchored not stored refs pending

Implicit Diffusion: Efficient Optimization through Stochastic Sampling

Anna Korba, Arnaud Doucet, Courtney Paquette, Felipe Llinares-L\'opez, Mathieu Blondel, Peter Bartlett, Pierre Marion, Quentin Berthet, Valentin De Bortoli

arxiv:2402.05468 v3 · 2024-02-08 · 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{WXLFLQ6PLUOLI2I2S3YE7QQSHJ}

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

2 papers in Pith

Bayesian Experimental Design via Score Matching

Diff2SP: Diffusion Models for Correlated Scenario Generation in Stochastic Programming

Receipt and verification

First computed	2026-07-05T10:25:04.753022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5d655c3cf5d1cb4691a96f04fc2123a78f8afb419b7818d27e9f7f21590b7df

Aliases

arxiv: 2402.05468 · arxiv_version: 2402.05468v3 · doi: 10.48550/arxiv.2402.05468 · pith_short_12: WXLFLQ6PLUOL · pith_short_16: WXLFLQ6PLUOLI2I2 · pith_short_8: WXLFLQ6P

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/WXLFLQ6PLUOLI2I2S3YE7QQSHJ \
  | 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: b5d655c3cf5d1cb4691a96f04fc2123a78f8afb419b7818d27e9f7f21590b7df

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "62750c4e51dddb8b9b72f2879b433d30cd0268fbb55c692d3fc99e2d2a991b13",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-08T08:00:11Z",
    "title_canon_sha256": "fdaab1af4bbfe6c3e69449c9d3d57387233a72c1f9babcd6479e80af84275960"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.05468",
    "kind": "arxiv",
    "version": 3
  }
}