Pith Number

pith:UWN6QK4I

pith:2018:UWN6QK4INUVKO4W2RPARP6NGOA

not attested not anchored not stored refs pending

Spectral Normalization for Generative Adversarial Networks

Masanori Koyama, Takeru Miyato, Toshiki Kataoka, Yuichi Yoshida

arxiv:1802.05957 v1 · 2018-02-16 · cs.LG · cs.CV · stat.ML

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\usepackage{pith}
\pithnumber{UWN6QK4INUVKO4W2RPARP6NGOA}

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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.

Cited by

42 papers in Pith

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HTMuon: Improving Muon via Heavy-Tailed Spectral Correction

Incremental Concept Learning via Online Generative Memory Recall

Receipt and verification

First computed	2026-05-18T00:23:10.341669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a59be82b886d2aa772da8bc117f9a67032a327356ea8fff008b2b765de0b9690

Aliases

arxiv: 1802.05957 · arxiv_version: 1802.05957v1 · doi: 10.48550/arxiv.1802.05957 · pith_short_12: UWN6QK4INUVK · pith_short_16: UWN6QK4INUVKO4W2 · pith_short_8: UWN6QK4I

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/UWN6QK4INUVKO4W2RPARP6NGOA \
  | 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: a59be82b886d2aa772da8bc117f9a67032a327356ea8fff008b2b765de0b9690

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18a2f4b849aa0494f98260bdf9c2a85d926db05e6b47ceeb9f44d62defe56580",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-16T14:41:39Z",
    "title_canon_sha256": "c8589c4b1358e676f1fa3e74764836a5c5562dfa2ca6046a4494081ad4d60499"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.05957",
    "kind": "arxiv",
    "version": 1
  }
}