Pith Number

pith:VCIF3LNY

pith:2018:VCIF3LNYHFZLHE2H2H7JBUNZRJ

not attested not anchored not stored refs pending

Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models

Atsushi Nitanda, Taiji Suzuki

arxiv:1801.02227 v2 · 2018-01-07 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VCIF3LNYHFZLHE2H2H7JBUNZRJ}

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	2026-05-18T00:13:19.429128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8905dadb83972b39347d1fe90d1b98a77537f95152d6c587011b3d146759e92

Aliases

arxiv: 1801.02227 · arxiv_version: 1801.02227v2 · doi: 10.48550/arxiv.1801.02227 · pith_short_12: VCIF3LNYHFZL · pith_short_16: VCIF3LNYHFZLHE2H · pith_short_8: VCIF3LNY

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/VCIF3LNYHFZLHE2H2H7JBUNZRJ \
  | 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: a8905dadb83972b39347d1fe90d1b98a77537f95152d6c587011b3d146759e92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5de43020d115414d1ef1dada0c1bd466808bfd7e6d88469e4b677fe0f5c70a31",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-01-07T18:44:10Z",
    "title_canon_sha256": "fa277eba6f2b08f8439432ca1313238559f6f4e0480badcaba3ef2de8513b28a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.02227",
    "kind": "arxiv",
    "version": 2
  }
}