Pith Number

pith:77BBJ6XO

pith:2018:77BBJ6XO24FOHXLOFAYPPXAYFD

not attested not anchored not stored refs pending

Towards Robust Training of Neural Networks by Regularizing Adversarial Gradients

Chenchen Liu, Fuxun Yu, Xiang Chen, Yanzhi Wang, Zirui Xu

arxiv:1805.09370 v2 · 2018-05-23 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{77BBJ6XO24FOHXLOFAYPPXAYFD}

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	2026-05-18T00:13:57.454336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ffc214faeed70ae3dd6e2830f7dc1828f26ad6ec04c007b786b4266f9fbecc9e

Aliases

arxiv: 1805.09370 · arxiv_version: 1805.09370v2 · doi: 10.48550/arxiv.1805.09370 · pith_short_12: 77BBJ6XO24FO · pith_short_16: 77BBJ6XO24FOHXLO · pith_short_8: 77BBJ6XO

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/77BBJ6XO24FOHXLOFAYPPXAYFD \
  | 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: ffc214faeed70ae3dd6e2830f7dc1828f26ad6ec04c007b786b4266f9fbecc9e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abb95b3e080c873c08c4530a4601717d1a65e1274baee2d187ecbc9107284b74",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-23T18:30:58Z",
    "title_canon_sha256": "59c2432a380e5384087d5cd64d480dfec703e75c48102eb5e51d4d3dd3b91931"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.09370",
    "kind": "arxiv",
    "version": 2
  }
}