Pith Number

pith:GMYKI7ID

pith:2025:GMYKI7IDCV2TJIFEYUNAUCOWHA

not attested not anchored not stored refs pending

Generative Pre-training for Subjective Tasks: A Diffusion Transformer-Based Framework for Facial Beauty Prediction

Ali chemsa, Djamel Eddine Boukhari

arxiv:2507.20363 v1 · 2025-07-27 · 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{GMYKI7IDCV2TJIFEYUNAUCOWHA}

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

1 paper in Pith

Scale-interaction transformer: a hybrid cnn-transformer model for facial beauty prediction

Receipt and verification

First computed	2026-07-05T11:44:17.824578Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3330a47d03157534a0a4c51a0a09d63830bb125447828e52a1a21689185a50f8

Aliases

arxiv: 2507.20363 · arxiv_version: 2507.20363v1 · doi: 10.48550/arxiv.2507.20363 · pith_short_12: GMYKI7IDCV2T · pith_short_16: GMYKI7IDCV2TJIFE · pith_short_8: GMYKI7ID

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/GMYKI7IDCV2TJIFEYUNAUCOWHA \
  | 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: 3330a47d03157534a0a4c51a0a09d63830bb125447828e52a1a21689185a50f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d6357a15a6075019d87ea6f4ecce5ac73058df5498c544d04ea298f105073c38",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-27T17:33:51Z",
    "title_canon_sha256": "169c305478b92173fc1cf5289d7030400df3e1d26ad2b5091098126b12db4925"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.20363",
    "kind": "arxiv",
    "version": 1
  }
}