Pith Number

pith:IWWP5QRE

pith:2025:IWWP5QRE72MVJDB4WIKC3JDPI5

not attested not anchored not stored refs pending

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

Djamel Eddine Boukhari

arxiv:2509.05078 v1 · 2025-09-05 · 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{IWWP5QRE72MVJDB4WIKC3JDPI5}

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.

Receipt and verification

First computed	2026-07-05T12:05:35.740769Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45acfec224fe99548c3cb2142da46f477b2c10012f681e382786c8c32d8f1023

Aliases

arxiv: 2509.05078 · arxiv_version: 2509.05078v1 · doi: 10.48550/arxiv.2509.05078 · pith_short_12: IWWP5QRE72MV · pith_short_16: IWWP5QRE72MVJDB4 · pith_short_8: IWWP5QRE

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/IWWP5QRE72MVJDB4WIKC3JDPI5 \
  | 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: 45acfec224fe99548c3cb2142da46f477b2c10012f681e382786c8c32d8f1023

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a99841bb76a59b9b4675e1b8517624f103f69958df5b29570c45af1c700b8041",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-05T13:16:55Z",
    "title_canon_sha256": "e2cd36b4e1294e29bb179f086db6c50851310fdc99f4b9124ee67dd951acff7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.05078",
    "kind": "arxiv",
    "version": 1
  }
}