pith. sign in
Pith Number

pith:4I72PMNG

pith:2019:4I72PMNG7B6GTA4NAK7Y3IJAIU
not attested not anchored not stored refs pending

Perturbative GAN: GAN with Perturbation Layers

Ryousei Takano, Shin-ichi O'uchi, Tomohiro Kudoh, Tsutomu Ikegami, Wakana Nogami, Yuma Kishi

arxiv:1902.01514 v1 · 2019-02-05 · cs.LG · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4I72PMNG7B6GTA4NAK7Y3IJAIU}

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 2026-05-17T23:54:47.463062Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e23fa7b1a6f87c69838d02bf8da120451973f561cba64720844394e9a85e6f70

Aliases

arxiv: 1902.01514 · arxiv_version: 1902.01514v1 · doi: 10.48550/arxiv.1902.01514 · pith_short_12: 4I72PMNG7B6G · pith_short_16: 4I72PMNG7B6GTA4N · pith_short_8: 4I72PMNG
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4I72PMNG7B6GTA4NAK7Y3IJAIU \
  | 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: e23fa7b1a6f87c69838d02bf8da120451973f561cba64720844394e9a85e6f70
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2ed1d1040058c2752a4ee44e78b2631298e9db96fe3c444856a73715207f2e1f",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-05T01:43:35Z",
    "title_canon_sha256": "9629e6a48c425384880da72ba61f56aa3b7de36e2bf1f9eb3aee16a8a66112b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.01514",
    "kind": "arxiv",
    "version": 1
  }
}