Pith Number

pith:N5J33F5C

pith:2025:N5J33F5CEF2RWVAWV3TPDR3FSS

not attested not anchored not stored refs pending

Generalized Dual Discriminator GANs

Gowtham R. Kurri, Penukonda Naga Chandana, Tejas Srivastava, V. Lalitha

arxiv:2507.17684 v1 · 2025-07-23 · cs.LG · cs.IT · math.IT · 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{N5J33F5CEF2RWVAWV3TPDR3FSS}

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	2026-07-05T11:42:11.673417Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f53bd97a221751b5416aee6f1c7659480155a49eaf460db625411962b9fc1da

Aliases

arxiv: 2507.17684 · arxiv_version: 2507.17684v1 · doi: 10.48550/arxiv.2507.17684 · pith_short_12: N5J33F5CEF2R · pith_short_16: N5J33F5CEF2RWVAW · pith_short_8: N5J33F5C

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/N5J33F5CEF2RWVAWV3TPDR3FSS \
  | 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: 6f53bd97a221751b5416aee6f1c7659480155a49eaf460db625411962b9fc1da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76f97ae76351a1f25ee27118811c28ddfb3861680d045dc2c03e72a4491981e9",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-23T16:46:03Z",
    "title_canon_sha256": "a7625b17caf01b363b7a6c6154044acc6c5965c49a08ccbadd12bba62bd625cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.17684",
    "kind": "arxiv",
    "version": 1
  }
}