Pith Number

pith:T7LH63CD

pith:2018:T7LH63CDE4HALS74NURSAX74XW

not attested not anchored not stored refs pending

Self-Attention Generative Adversarial Networks

Augustus Odena, Dimitris Metaxas, Han Zhang, Ian Goodfellow

arxiv:1805.08318 v2 · 2018-05-21 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{T7LH63CDE4HALS74NURSAX74XW}

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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

9 papers in Pith

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Incremental Concept Learning via Online Generative Memory Recall

Latent Adversarial Defence with Boundary-guided Generation

Receipt and verification

First computed	2026-05-17T23:43:17.999296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9fd67f6c43270e05cbfc6d23205ffcbdb3968090deb34550183e96011e91e758

Aliases

arxiv: 1805.08318 · arxiv_version: 1805.08318v2 · doi: 10.48550/arxiv.1805.08318 · pith_short_12: T7LH63CDE4HA · pith_short_16: T7LH63CDE4HALS74 · pith_short_8: T7LH63CD

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/T7LH63CDE4HALS74NURSAX74XW \
  | 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: 9fd67f6c43270e05cbfc6d23205ffcbdb3968090deb34550183e96011e91e758

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "65d76e76dc1f384e3d2b6f2c180e9294f18da6a98cf7e84b4193d385e3cfa56f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-05-21T23:10:35Z",
    "title_canon_sha256": "5eb5e10eb0cadef1ba2517aece1d1ea5997e826a871039c5f6574c9f28559823"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.08318",
    "kind": "arxiv",
    "version": 2
  }
}