Pith Number

pith:OIPAHHU3

pith:2025:OIPAHHU3Z7XH6PBUIC7NMTZCP3

not attested not anchored not stored refs pending

Variational Control for Guidance in Diffusion Models

Farrin Marouf Sofian, Felix Draxler, Kushagra Pandey, Stephan Mandt, Theofanis Karaletsos

arxiv:2502.03686 v2 · 2025-02-06 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OIPAHHU3Z7XH6PBUIC7NMTZCP3}

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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

Control-Augmented Autoregressive Diffusion for Data Assimilation

Receipt and verification

First computed	2026-07-05T11:08:40.170110Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

721e039e9bcfee7f3c3440bed64f227ef2eb7981555f3efcb24a76ece531163f

Aliases

arxiv: 2502.03686 · arxiv_version: 2502.03686v2 · doi: 10.48550/arxiv.2502.03686 · pith_short_12: OIPAHHU3Z7XH · pith_short_16: OIPAHHU3Z7XH6PBU · pith_short_8: OIPAHHU3

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/OIPAHHU3Z7XH6PBUIC7NMTZCP3 \
  | 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: 721e039e9bcfee7f3c3440bed64f227ef2eb7981555f3efcb24a76ece531163f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "11ddcf9f8924b3e43e66cebed54f1977e2190c289e9a58c2a76779963232de15",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-06T00:24:39Z",
    "title_canon_sha256": "1ec83d96e1ec3659c9b438b676c8d8201b7a3b72f8937791299d284ab2bd7a7e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03686",
    "kind": "arxiv",
    "version": 2
  }
}