Pith Number

pith:IW7ZHA54

pith:2024:IW7ZHA54C3W7SZL47KRSNO7RYQ

not attested not anchored not stored refs pending

Guiding a Diffusion Model with a Bad Version of Itself

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

arxiv:2406.02507 v3 · 2024-06-04 · 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{IW7ZHA54C3W7SZL47KRSNO7RYQ}

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

4 papers in Pith

Unified Audio Intelligence Without Regressing on Text Intelligence

Diffusion Models Memorize in Training -- and Generalize in Inference

Factored Classifier-Free Guidance

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion

Receipt and verification

First computed	2026-07-05T09:51:33.341340Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45bf9383bc16edf9657cfaa326bbf1c42009604a31f90dc486932cabda1d6bbf

Aliases

arxiv: 2406.02507 · arxiv_version: 2406.02507v3 · doi: 10.48550/arxiv.2406.02507 · pith_short_12: IW7ZHA54C3W7 · pith_short_16: IW7ZHA54C3W7SZL4 · pith_short_8: IW7ZHA54

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/IW7ZHA54C3W7SZL47KRSNO7RYQ \
  | 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: 45bf9383bc16edf9657cfaa326bbf1c42009604a31f90dc486932cabda1d6bbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8860115c15828712eade4d9059f643072461599bd0bb107dc1968383de4089a",
    "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": "2024-06-04T17:25:59Z",
    "title_canon_sha256": "7ca3d3d5345460e87f338d8c150b60a4d65f623ad143ee4c75f493b1c313187c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.02507",
    "kind": "arxiv",
    "version": 3
  }
}