Pith Number

pith:QD23NFP3

pith:2020:QD23NFP3XYYQFEP7SOSAPF3ALI

not attested not anchored not stored refs pending

Differentiable Augmentation for Data-Efficient GAN Training

Ji Lin, Jun-Yan Zhu, Shengyu Zhao, Song Han, Zhijian Liu

arxiv:2006.10738 v4 · 2020-06-18 · cs.CV · cs.GR · 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{QD23NFP3XYYQFEP7SOSAPF3ALI}

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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

A Wasserstein GAN-based climate scenario generator for risk management and insurance: the case of soil subsidence

Receipt and verification

First computed	2026-07-05T01:57:17.496488Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

80f5b695fbbe310291ff93a40797605a05aecbe2df14089b89c94cf548ed216a

Aliases

arxiv: 2006.10738 · arxiv_version: 2006.10738v4 · doi: 10.48550/arxiv.2006.10738 · pith_short_12: QD23NFP3XYYQ · pith_short_16: QD23NFP3XYYQFEP7 · pith_short_8: QD23NFP3

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/QD23NFP3XYYQFEP7SOSAPF3ALI \
  | 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: 80f5b695fbbe310291ff93a40797605a05aecbe2df14089b89c94cf548ed216a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "18b838f1c8127ccb14fb3f5d2158350cd10398455ef62de6b5f2356044d979ed",
    "cross_cats_sorted": [
      "cs.GR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-06-18T17:59:01Z",
    "title_canon_sha256": "6b649b91f5092f201aba719f2d5c04d60b7258cac73dce93bf4a57d6155557b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.10738",
    "kind": "arxiv",
    "version": 4
  }
}