Pith Number

pith:HJBHH3HI

pith:2024:HJBHH3HIXG2TMELDRVX2BNTKIK

not attested not anchored not stored refs pending

Applying Guidance in a Limited Interval Improves Sample and Distribution Quality in Diffusion Models

Jaakko Lehtinen, Miika Aittala, Samuli Laine, Tero Karras, Timo Aila, Tuomas Kynk\"a\"anniemi

arxiv:2404.07724 v2 · 2024-04-11 · cs.CV · cs.AI · cs.LG · cs.NE · 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{HJBHH3HIXG2TMELDRVX2BNTKIK}

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

11 papers in Pith

Guidance Breaks the Fitted Operator: A Terminal-Fitted Repair for Classifier-Free Guidance

Unified Audio Intelligence Without Regressing on Text Intelligence

DiffusionBench: On Holistic Evaluation of Diffusion Transformers

Information-Theoretic Classifier-Free Guidance with Adaptive Schedule Optimization

VAGS: Velocity Adaptive Guidance Scale for Image Editing and Generation

Receipt and verification

First computed	2026-07-05T09:31:45.057961Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3a4273ece8b9b53611638d6fa0b66a429bf3296b96f3f04e3fbbadcfa811f351

Aliases

arxiv: 2404.07724 · arxiv_version: 2404.07724v2 · doi: 10.48550/arxiv.2404.07724 · pith_short_12: HJBHH3HIXG2T · pith_short_16: HJBHH3HIXG2TMELD · pith_short_8: HJBHH3HI

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/HJBHH3HIXG2TMELDRVX2BNTKIK \
  | 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: 3a4273ece8b9b53611638d6fa0b66a429bf3296b96f3f04e3fbbadcfa811f351

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d388575d743cda2822e2871dba49dfaeaf1f0d7ef1e5270fbef820a663746dbb",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-11T13:16:47Z",
    "title_canon_sha256": "3deb6f4a19fef556f49d0bbd5add49cdf787fa5db244ca6cf2c3bad7a94fcd5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.07724",
    "kind": "arxiv",
    "version": 2
  }
}