Pith Number

pith:UM3QGP3D

pith:2023:UM3QGP3DIYTYCSP7HUUUA5URUL

not attested not anchored not stored refs pending

A New Paradigm for Generative Adversarial Networks based on Randomized Decision Rules

Faming Liang, Qifan Song, Sehwan Kim

arxiv:2306.13641 v1 · 2023-06-23 · 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{UM3QGP3DIYTYCSP7HUUUA5URUL}

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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

Parallelly Tempered Generative Adversarial Nets: Toward Stabilized Gradients

Receipt and verification

First computed	2026-07-05T06:24:07.463236Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a337033f6346278149ff3d29407691a2cb529acec7fa50394f3ad9fc86462f32

Aliases

arxiv: 2306.13641 · arxiv_version: 2306.13641v1 · doi: 10.48550/arxiv.2306.13641 · pith_short_12: UM3QGP3DIYTY · pith_short_16: UM3QGP3DIYTYCSP7 · pith_short_8: UM3QGP3D

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/UM3QGP3DIYTYCSP7HUUUA5URUL \
  | 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: a337033f6346278149ff3d29407691a2cb529acec7fa50394f3ad9fc86462f32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc636881a9d26b1e622900d81befad48a90b29b205f01017248b8148e268b82a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-06-23T17:50:34Z",
    "title_canon_sha256": "05d8f4ecc273eb23cd9e2d7923859e964aa2e4918233abe937f7ea5086ae5d8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13641",
    "kind": "arxiv",
    "version": 1
  }
}