Pith Number

pith:QF4WCPJJ

pith:2024:QF4WCPJJSERVGFTRPWIPDPYR7V

not attested not anchored not stored refs pending

ReFormer: Generating Radio Fakes for Data Augmentation

Silvija Kokalj-Filipovic, Yagna Kaasaragadda

arxiv:2501.00282 v1 · 2024-12-31 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QF4WCPJJSERVGFTRPWIPDPYR7V}

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	2026-07-05T09:55:42.184509Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8179613d2991235316717d90f1bf11fd6ce06a2d93f79c9928b641466d62ada6

Aliases

arxiv: 2501.00282 · arxiv_version: 2501.00282v1 · doi: 10.48550/arxiv.2501.00282 · pith_short_12: QF4WCPJJSERV · pith_short_16: QF4WCPJJSERVGFTR · pith_short_8: QF4WCPJJ

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/QF4WCPJJSERVGFTRPWIPDPYR7V \
  | 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: 8179613d2991235316717d90f1bf11fd6ce06a2d93f79c9928b641466d62ada6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78bca6ddeac17090ef234376d56c505164563d04d09c813a54bf046fd79c6680",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-31T05:28:35Z",
    "title_canon_sha256": "3cd52f192a1769d1f1da4aea5e57cd3608f5e21876bf45d46d7267e68656eace"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.00282",
    "kind": "arxiv",
    "version": 1
  }
}