Pith Number

pith:PCXIQQCA

pith:2025:PCXIQQCA2M7JL4S6N5WKWB5QCF

not attested not anchored not stored refs pending

Exploring bidirectional bounds for minimax-training of Energy-based models

Cong Geng, Jes Frellsen, Jia Wang, Li Chen, S{\o}ren Hauberg, Zhiyong Gao

arxiv:2506.04609 v1 · 2025-06-05 · 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{PCXIQQCA2M7JL4S6N5WKWB5QCF}

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	2026-07-05T11:16:17.777043Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

78ae884040d33e95f25e6f6cab07b011492ee66ab609c24b7a92ecdbdb6f0891

Aliases

arxiv: 2506.04609 · arxiv_version: 2506.04609v1 · doi: 10.48550/arxiv.2506.04609 · pith_short_12: PCXIQQCA2M7J · pith_short_16: PCXIQQCA2M7JL4S6 · pith_short_8: PCXIQQCA

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/PCXIQQCA2M7JL4S6N5WKWB5QCF \
  | 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: 78ae884040d33e95f25e6f6cab07b011492ee66ab609c24b7a92ecdbdb6f0891

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "79edbf260b671b3c7aa3fcd0be24c04610942dec10ba5c495a8237c6a94564e0",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-05T03:58:03Z",
    "title_canon_sha256": "e273b2e7af878fc25f4a2c8bfdec7c4c32636c7acb38a0b40a7b0317c4fbe8bb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.04609",
    "kind": "arxiv",
    "version": 1
  }
}