Pith Number

pith:SLEOPV2K

pith:2024:SLEOPV2KXAJLQWQMBCTRZGCYL5

not attested not anchored not stored refs pending

The Bid Picture: Auction-Inspired Multi-player Generative Adversarial Networks Training

Jean Seong Bjorn Choe, Jong-Kook Kim, Joo Yong Shim

arxiv:2403.13866 v1 · 2024-03-20 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SLEOPV2KXAJLQWQMBCTRZGCYL5}

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	2026-07-05T07:58:51.290493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92c8e7d74ab812b85a0c08a71c98585f5fab8d8bd060e7b4d749228e84b82d64

Aliases

arxiv: 2403.13866 · arxiv_version: 2403.13866v1 · doi: 10.48550/arxiv.2403.13866 · pith_short_12: SLEOPV2KXAJL · pith_short_16: SLEOPV2KXAJLQWQM · pith_short_8: SLEOPV2K

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/SLEOPV2KXAJLQWQMBCTRZGCYL5 \
  | 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: 92c8e7d74ab812b85a0c08a71c98585f5fab8d8bd060e7b4d749228e84b82d64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4dc271305560932ad2d63f5d6316febdf01b986be5f218d1c3e3c81cdcb484aa",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-20T11:47:42Z",
    "title_canon_sha256": "88574491e2e4b06c8caae96d0230082da82b6c58d7dc779f1723efbc2df2297e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13866",
    "kind": "arxiv",
    "version": 1
  }
}