Pith Number

pith:FWIJWBBA

pith:2025:FWIJWBBAY7DK2YYW2ZEO6TJL3U

not attested not anchored not stored refs pending

Stylized Structural Patterns for Improved Neural Network Pre-training

Amirhossein Askari Farsangi, Farnood Salehi, Tun\c{c} Ozan Ayd{\i}n, Vandit Sharma

arxiv:2506.19465 v1 · 2025-06-24 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FWIJWBBAY7DK2YYW2ZEO6TJL3U}

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	2026-07-05T11:26:15.441904Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d909b0420c7c6ad6316d648ef4d2bdd1f849e9d5ae048c070e5aa757a0b1fd4

Aliases

arxiv: 2506.19465 · arxiv_version: 2506.19465v1 · doi: 10.48550/arxiv.2506.19465 · pith_short_12: FWIJWBBAY7DK · pith_short_16: FWIJWBBAY7DK2YYW · pith_short_8: FWIJWBBA

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/FWIJWBBAY7DK2YYW2ZEO6TJL3U \
  | 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: 2d909b0420c7c6ad6316d648ef4d2bdd1f849e9d5ae048c070e5aa757a0b1fd4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08ed39927cc9c6b010b49ed6ae999ed4095d3601f92abd0bab7bad23bb6de2c7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-24T09:47:31Z",
    "title_canon_sha256": "9a63f11a224bd4c6ba096632b5a547793f26256d1d878f044a407b6531f26c69"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.19465",
    "kind": "arxiv",
    "version": 1
  }
}