Pith Number

pith:DHUHUS3K

pith:2024:DHUHUS3KY63B3FEVLMTA5VQWFW

not attested not anchored not stored refs pending

LayerShuffle: Enhancing Robustness in Vision Transformers by Randomizing Layer Execution Order

Anders Sundnes L{\o}vlie, Matthias Freiberger, Peter Kun, Sebastian Risi

arxiv:2407.04513 v2 · 2024-07-05 · 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{DHUHUS3KY63B3FEVLMTA5VQWFW}

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	2026-07-05T09:45:11.709392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19e87a4b6ac7b61d94955b260ed6162d9a286f67a5913955c1dd832f64fd6502

Aliases

arxiv: 2407.04513 · arxiv_version: 2407.04513v2 · doi: 10.48550/arxiv.2407.04513 · pith_short_12: DHUHUS3KY63B · pith_short_16: DHUHUS3KY63B3FEV · pith_short_8: DHUHUS3K

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/DHUHUS3KY63B3FEVLMTA5VQWFW \
  | 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: 19e87a4b6ac7b61d94955b260ed6162d9a286f67a5913955c1dd832f64fd6502

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08e075280d4a090e340e1e17ab41b45e93aca1a1efcb14d7205ca845887a56ee",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-07-05T13:54:15Z",
    "title_canon_sha256": "00c0d683da4e12061dc1c27ac9f3716d23b4918f32b550e96e175eb04b5927f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04513",
    "kind": "arxiv",
    "version": 2
  }
}