Pith Number

pith:6Q6NRWIZ

pith:2026:6Q6NRWIZ73RJHBRKPEYWQA2QXA

not attested not anchored not stored refs pending

Variance-Tilted Diffusion Models for Diverse Sampling

Iskander Azangulov, Kianoosh Ashouritaklimi, Leo Zhang

arxiv:2606.22239 v1 · 2026-06-20 · 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{6Q6NRWIZ73RJHBRKPEYWQA2QXA}

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	2026-06-23T02:13:32.696730Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f43cd8d919fee293862a7931680350b82d4452cbbe15f4ddda99a27bf66c9f14

Aliases

arxiv: 2606.22239 · arxiv_version: 2606.22239v1 · doi: 10.48550/arxiv.2606.22239 · pith_short_12: 6Q6NRWIZ73RJ · pith_short_16: 6Q6NRWIZ73RJHBRK · pith_short_8: 6Q6NRWIZ

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/6Q6NRWIZ73RJHBRKPEYWQA2QXA \
  | 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: f43cd8d919fee293862a7931680350b82d4452cbbe15f4ddda99a27bf66c9f14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b77baa7b93ab82b67ba2f2fc753d15846191bbaa606843e530dd84602b612ba8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2026-06-20T21:43:02Z",
    "title_canon_sha256": "3a130eae2dc147664777453a1753779c18d84f1a2b3327610b24b05a2d9cc79a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.22239",
    "kind": "arxiv",
    "version": 1
  }
}