Pith Number

pith:JBT3MIWW

pith:2024:JBT3MIWW4F5AGZYGVPI2FASLYF

not attested not anchored not stored refs pending

Efficient generative adversarial networks using linear additive-attention Transformers

Emilio Morales-Juarez, Gibran Fuentes-Pineda

arxiv:2401.09596 v5 · 2024-01-17 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{JBT3MIWW4F5AGZYGVPI2FASLYF}

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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

1 paper in Pith

Progressive Monitoring of Generative Model Training Evolution

Receipt and verification

First computed	2026-07-05T11:32:14.328471Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4867b622d6e17a036706abd1a2824bc15a50e5a165c98d54cec1eba42a5ddc51

Aliases

arxiv: 2401.09596 · arxiv_version: 2401.09596v5 · doi: 10.48550/arxiv.2401.09596 · pith_short_12: JBT3MIWW4F5A · pith_short_16: JBT3MIWW4F5AGZYG · pith_short_8: JBT3MIWW

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/JBT3MIWW4F5AGZYGVPI2FASLYF \
  | 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: 4867b622d6e17a036706abd1a2824bc15a50e5a165c98d54cec1eba42a5ddc51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "535b432020b8597cbd2168f92fae8ff89c0b8bb111776ad80140bbc9ed815b39",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-17T21:08:41Z",
    "title_canon_sha256": "c4680f122542f3e8c6d93d645e79061528bd0561e46e5b41abaecbd4af7cf920"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.09596",
    "kind": "arxiv",
    "version": 5
  }
}