Pith Number

pith:APU72CPE

pith:2025:APU72CPECVGAJALT6J4FZYHAEM

not attested not anchored not stored refs pending

LayerMix: Enhanced Data Augmentation through Fractal Integration for Robust Deep Learning

Afshin Rahimi, Dario Morle, Hafiz Mughees Ahmad

arxiv:2501.04861 v2 · 2025-01-08 · 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{APU72CPECVGAJALT6J4FZYHAEM}

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	2026-07-05T09:59:59.401608Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03e9fd09e4154c048173f2785ce0e02328f2af8969c5659c0c440cfc8dce5dce

Aliases

arxiv: 2501.04861 · arxiv_version: 2501.04861v2 · doi: 10.48550/arxiv.2501.04861 · pith_short_12: APU72CPECVGA · pith_short_16: APU72CPECVGAJALT · pith_short_8: APU72CPE

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/APU72CPECVGAJALT6J4FZYHAEM \
  | 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: 03e9fd09e4154c048173f2785ce0e02328f2af8969c5659c0c440cfc8dce5dce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "43ecb9dec2cc46fe50af5fc6604e2a767987b145f1968eea21550201181ac1df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-08T22:22:44Z",
    "title_canon_sha256": "2b4bd91bb90cb0526a0ae147dbed97eacdf57b65c9a75335ba85d22125ce794d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04861",
    "kind": "arxiv",
    "version": 2
  }
}