Pith Number

pith:BF53P22D

pith:2021:BF53P22DKMQ742PT3XWTILVH5A

not attested not anchored not stored refs pending

Gradient Normalization for Generative Adversarial Networks

Hong-Han Shuai, Hong-Yu Chiu, Yi-Lun Wu, Zhi-Rui Tam

arxiv:2109.02235 v2 · 2021-09-06 · 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{BF53P22DKMQ742PT3XWTILVH5A}

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	2026-07-05T03:21:13.613848Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

097bb7eb435321fe69f3dded342ea7e82b549d5d414450a3dc527a3382694ff0

Aliases

arxiv: 2109.02235 · arxiv_version: 2109.02235v2 · doi: 10.48550/arxiv.2109.02235 · pith_short_12: BF53P22DKMQ7 · pith_short_16: BF53P22DKMQ742PT · pith_short_8: BF53P22D

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/BF53P22DKMQ742PT3XWTILVH5A \
  | 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: 097bb7eb435321fe69f3dded342ea7e82b549d5d414450a3dc527a3382694ff0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a437f7a75f0ccf72c447e1980dd8de2e048decafec4a3e201153fe3f3126f3ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-06T04:01:38Z",
    "title_canon_sha256": "caec4bbb06b9718321c2deaa3c6c3ebe51511c5a1083c5fa27396cb82b782ef9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.02235",
    "kind": "arxiv",
    "version": 2
  }
}