Pith Number

pith:2KKXORAF

pith:2024:2KKXORAFORVS7V56DNPDP7ZJPQ

not attested not anchored not stored refs pending

Diffusion Models Need Visual Priors for Image Generation

Lei Bai, Luping Zhou, Meng Wei, Shuyang Sun, Wanli Ouyang, Xiaoyu Yue, Zeyu Lu, Zidong Wang

arxiv:2410.08531 v1 · 2024-10-11 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2KKXORAFORVS7V56DNPDP7ZJPQ}

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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

3 papers in Pith

StableSketcher: Enhancing Diffusion Model for Pixel-based Sketch Generation via Visual Question Answering Feedback

DeCo: Frequency-Decoupled Pixel Diffusion for End-to-End Image Generation

PixelGen: Improving Pixel Diffusion with Perceptual Supervision

Receipt and verification

First computed	2026-07-05T09:19:13.675179Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d295774405746b2fd7be1b5e37ff297c2a39fb1a9ae08ee785ed4886cd905ae6

Aliases

arxiv: 2410.08531 · arxiv_version: 2410.08531v1 · doi: 10.48550/arxiv.2410.08531 · pith_short_12: 2KKXORAFORVS · pith_short_16: 2KKXORAFORVS7V56 · pith_short_8: 2KKXORAF

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/2KKXORAFORVS7V56DNPDP7ZJPQ \
  | 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: d295774405746b2fd7be1b5e37ff297c2a39fb1a9ae08ee785ed4886cd905ae6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78fc900168543196e12d73ff44078415c9563c42a55377e5360c03b40041b21b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-11T05:03:56Z",
    "title_canon_sha256": "efec0f3fd4b763a1b3e70c78fac9846d1e338abc4375a42ca427f7c5ad53d7fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08531",
    "kind": "arxiv",
    "version": 1
  }
}