Pith Number

pith:4NWIO2QP

pith:2025:4NWIO2QPUMXVZBJA6JHOWO573O

not attested not anchored not stored refs pending

VORTEX: Challenging CNNs at Texture Recognition by using Vision Transformers with Orderless and Randomized Token Encodings

Emir Konuk, Kallil M. Zielinski, Kevin Smith, Leonardo Scabini, Lucas C. Ribas, Odemir M. Bruno, Ricardo T. Fares

arxiv:2503.06368 v1 · 2025-03-09 · 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{4NWIO2QPUMXVZBJA6JHOWO573O}

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	2026-07-05T10:27:31.706229Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e36c876a0fa32f5c8520f24eeb3bbfdba6dd93dfdfc239c2caa841f8d6c50dac

Aliases

arxiv: 2503.06368 · arxiv_version: 2503.06368v1 · doi: 10.48550/arxiv.2503.06368 · pith_short_12: 4NWIO2QPUMXV · pith_short_16: 4NWIO2QPUMXVZBJA · pith_short_8: 4NWIO2QP

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/4NWIO2QPUMXVZBJA6JHOWO573O \
  | 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: e36c876a0fa32f5c8520f24eeb3bbfdba6dd93dfdfc239c2caa841f8d6c50dac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b07281436e9ac75277ff3d24d5b02c342c2f7159f96cdd6e92b03304be325da7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-09T00:36:02Z",
    "title_canon_sha256": "04a4582ef897f71396909d55d7672f8d6891f9ac2b03ddb2e87866ce7a82318f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06368",
    "kind": "arxiv",
    "version": 1
  }
}