Pith Number

pith:72Z543YF

pith:2025:72Z543YFJPNNXOJNFZTEMBMS4Z

not attested not anchored not stored refs pending

Mamba-CNN: A Hybrid Architecture for Efficient and Accurate Facial Beauty Prediction

Djamel Eddine Boukhari

arxiv:2509.01431 v1 · 2025-09-01 · 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{72Z543YFJPNNXOJNFZTEMBMS4Z}

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	2026-07-05T12:03:00.830687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

feb3de6f054bdadbb92d2e66460592e65cb278d23f560f76ab944710841cb64e

Aliases

arxiv: 2509.01431 · arxiv_version: 2509.01431v1 · doi: 10.48550/arxiv.2509.01431 · pith_short_12: 72Z543YFJPNN · pith_short_16: 72Z543YFJPNNXOJN · pith_short_8: 72Z543YF

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/72Z543YFJPNNXOJNFZTEMBMS4Z \
  | 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: feb3de6f054bdadbb92d2e66460592e65cb278d23f560f76ab944710841cb64e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8729ee9096138137db22d54c89f0aef42b69c70161efde2a1530dd932c81021b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-09-01T12:42:04Z",
    "title_canon_sha256": "7b8e64106b86d56cd575b89fa90a6cc56f1dfff09cb920f2f6e6dc1fe6a848e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.01431",
    "kind": "arxiv",
    "version": 1
  }
}