Pith Number

pith:G2VIW6OI

pith:2025:G2VIW6OIIE5PBSONITAD65MWWE

not attested not anchored not stored refs pending

Domain Borders Are There to Be Crossed With Federated Few-Shot Adaptation

Christoph Raab, Frank-Michael Schleif, Manuel R\"oder

arxiv:2507.10160 v1 · 2025-07-14 · cs.LG · cs.CR · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G2VIW6OIIE5PBSONITAD65MWWE}

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	2026-07-05T11:36:46.143451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

36aa8b79c8413af0c9cd44c03f7596b13902f47646ac11a01370e0bb92c9e76f

Aliases

arxiv: 2507.10160 · arxiv_version: 2507.10160v1 · doi: 10.48550/arxiv.2507.10160 · pith_short_12: G2VIW6OIIE5P · pith_short_16: G2VIW6OIIE5PBSON · pith_short_8: G2VIW6OI

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/G2VIW6OIIE5PBSONITAD65MWWE \
  | 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: 36aa8b79c8413af0c9cd44c03f7596b13902f47646ac11a01370e0bb92c9e76f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3f1190947987b0b938d8e6cc8a78911c1a34baaea6520e666854b93cc169d414",
    "cross_cats_sorted": [
      "cs.CR",
      "cs.DC"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-14T11:18:33Z",
    "title_canon_sha256": "a00f225c82c7b313d7c3cdecf9929cf99207e15d6adb8659ea5886b7f2d2632b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.10160",
    "kind": "arxiv",
    "version": 1
  }
}