Pith Number

pith:BLPD7SZH

pith:2025:BLPD7SZHSMSEXKMSLKLO7H437K

not attested not anchored not stored refs pending

Conditional Diffusion Models with Classifier-Free Gibbs-like Guidance

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

arxiv:2505.21101 v1 · 2025-05-27 · cs.LG · stat.ME

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\usepackage{pith}
\pithnumber{BLPD7SZHSMSEXKMSLKLO7H437K}

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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

Information-Theoretic Classifier-Free Guidance with Adaptive Schedule Optimization

Receipt and verification

First computed	2026-07-05T11:10:23.638301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ade3fcb2793244ba9925a96ef9f9bfa92e9b81fc719ad3e74776b6243b52d6d

Aliases

arxiv: 2505.21101 · arxiv_version: 2505.21101v1 · doi: 10.48550/arxiv.2505.21101 · pith_short_12: BLPD7SZHSMSE · pith_short_16: BLPD7SZHSMSEXKMS · pith_short_8: BLPD7SZH

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/BLPD7SZHSMSEXKMSLKLO7H437K \
  | 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: 0ade3fcb2793244ba9925a96ef9f9bfa92e9b81fc719ad3e74776b6243b52d6d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afe1343f7cefa4ad51c920d4c228cae4b7053007135626321096716109367092",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-27T12:27:33Z",
    "title_canon_sha256": "bbca7aae882b1914e421bad94d6288940c8f012906a32b0fe62825edef469eb1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21101",
    "kind": "arxiv",
    "version": 1
  }
}