Pith Number

pith:BFUOLKBI

pith:2025:BFUOLKBIVV7VL6WBQOKJSPGRNP

not attested not anchored not stored refs pending

Understanding Adversarial Training with Energy-based Models

Filippo Bartolucci, Giuseppe Lisanti, Iacopo Masi, Maria Rosaria Briglia, Mujtaba Hussain Mirza, Senad Beadini

arxiv:2505.22486 v1 · 2025-05-28 · cs.LG · 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{BFUOLKBIVV7VL6WBQOKJSPGRNP}

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	2026-07-05T11:11:25.052148Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0968e5a828ad7f55fac18394993cd16bf193b3d12821be882bde177b1a3d5d77

Aliases

arxiv: 2505.22486 · arxiv_version: 2505.22486v1 · doi: 10.48550/arxiv.2505.22486 · pith_short_12: BFUOLKBIVV7V · pith_short_16: BFUOLKBIVV7VL6WB · pith_short_8: BFUOLKBI

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/BFUOLKBIVV7VL6WBQOKJSPGRNP \
  | 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: 0968e5a828ad7f55fac18394993cd16bf193b3d12821be882bde177b1a3d5d77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17ac82187480ed083eb6b7a08d148df0e9952f5031b1884c50d5c6600eef174b",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-28T15:36:02Z",
    "title_canon_sha256": "30fc7666636bd7718bf46f94e7eb3bc98f32af12b3c1ba4a1154a30a655b0a47"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.22486",
    "kind": "arxiv",
    "version": 1
  }
}