Pith Number

pith:L6LHFZOW

pith:2025:L6LHFZOWRBZWFMKCDGGIVPSUSB

not attested not anchored not stored refs pending

Adversarial Training from Mean Field Perspective

Hiroshi Kera, Soichiro Kumano, Toshihiko Yamasaki

arxiv:2505.14021 v1 · 2025-05-20 · cs.LG · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L6LHFZOWRBZWFMKCDGGIVPSUSB}

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	2026-07-05T11:05:54.849157Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f9672e5d6887362b142198c8abe54906f1dd27579b7ec9787496b5bfbf65118

Aliases

arxiv: 2505.14021 · arxiv_version: 2505.14021v1 · doi: 10.48550/arxiv.2505.14021 · pith_short_12: L6LHFZOWRBZW · pith_short_16: L6LHFZOWRBZWFMKC · pith_short_8: L6LHFZOW

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/L6LHFZOWRBZWFMKCDGGIVPSUSB \
  | 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: 5f9672e5d6887362b142198c8abe54906f1dd27579b7ec9787496b5bfbf65118

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b7a4129a6644057f59c2b07d26a1bedca5338c1c55ae158b7501ee925ad5a7db",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-20T07:22:21Z",
    "title_canon_sha256": "529a102feb8e8537126f428885e49b60b60ba8954e7d146d58bf1789c793712d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.14021",
    "kind": "arxiv",
    "version": 1
  }
}