Pith Number

pith:E6A3BVHD

pith:2025:E6A3BVHD7K3A3TYBAFZ7G3TFGE

not attested not anchored not stored refs pending

Effective Dual-Region Augmentation for Reduced Reliance on Large Amounts of Labeled Data

Celso M. de Melo, Majid Rabbani, Prasanna Reddy Pulakurthi, Raghuveer M. Rao, Sohail A. Dianat

arxiv:2504.13077 v2 · 2025-04-17 · 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{E6A3BVHD7K3A3TYBAFZ7G3TFGE}

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	2026-07-05T11:14:58.346297Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2781b0d4e3fab60dcf010173f36e65311f19ffb248ddaf45b35738136b691b14

Aliases

arxiv: 2504.13077 · arxiv_version: 2504.13077v2 · doi: 10.48550/arxiv.2504.13077 · pith_short_12: E6A3BVHD7K3A · pith_short_16: E6A3BVHD7K3A3TYB · pith_short_8: E6A3BVHD

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/E6A3BVHD7K3A3TYBAFZ7G3TFGE \
  | 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: 2781b0d4e3fab60dcf010173f36e65311f19ffb248ddaf45b35738136b691b14

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a141010b42288727db9a3f2a1584f613e147b664edbcc2d2d73fce8c429fdce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-17T16:42:33Z",
    "title_canon_sha256": "2c3fdfe3483e7d32b171fe87c0821e12250f3da0c4c51045372eb52081ea7792"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.13077",
    "kind": "arxiv",
    "version": 2
  }
}