Pith Number

pith:H2OPU4HD

pith:2020:H2OPU4HDAZCGE4JS3NKTVM3WFV

not attested not anchored not stored refs pending

Restrained Generative Adversarial Network against Overfitting in Numeric Data Augmentation

Baohua Zhang, Chuang Wang, Tao Cui, Wei Wang, Yi An, Yimeng Chai, Yue Li

arxiv:2010.13549 v1 · 2020-10-26 · cs.LG · cs.NI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{H2OPU4HDAZCGE4JS3NKTVM3WFV}

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	2026-07-05T01:46:07.377600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3e9cfa70e30644627132db553ab3762d6d94baf8ced6741f4856b261ce9a47b8

Aliases

arxiv: 2010.13549 · arxiv_version: 2010.13549v1 · doi: 10.48550/arxiv.2010.13549 · pith_short_12: H2OPU4HDAZCG · pith_short_16: H2OPU4HDAZCGE4JS · pith_short_8: H2OPU4HD

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/H2OPU4HDAZCGE4JS3NKTVM3WFV \
  | 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: 3e9cfa70e30644627132db553ab3762d6d94baf8ced6741f4856b261ce9a47b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77a4dc5f1cce655bb10449666ef7e39d329b177927f4c4d1db1c44f4812b709e",
    "cross_cats_sorted": [
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-26T13:01:24Z",
    "title_canon_sha256": "fdc2a56b65186a0652b5ef30394ac37c56de9b5898b892fde6d4ad5f87e5d9fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13549",
    "kind": "arxiv",
    "version": 1
  }
}