Pith Number

pith:LHMX57DT

pith:2019:LHMX57DT737E4RPEARXAIDUISG

not attested not anchored not stored refs pending

Adversarially Robust Generalization Just Requires More Unlabeled Data

Chen Dan, Di He, John Hopcroft, Kun He, Liwei Wang, Runtian Zhai, Tianle Cai

arxiv:1906.00555 v2 · 2019-06-03 · 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{LHMX57DT737E4RPEARXAIDUISG}

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.

Cited by

2 papers in Pith

Homogenization of $\ell_2$-Adversarial Training in High-Dimensions: Exact Dynamics under Stochastic Gradient Descent

Robust Alignment: Harmonizing Clean Accuracy and Adversarial Robustness in Adversarial Training

Receipt and verification

First computed	2026-07-05T00:07:23.628763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59d97efc73fefe4e45e4046e040e8891ac5697393a0686d3869699f4c97ed8e5

Aliases

arxiv: 1906.00555 · arxiv_version: 1906.00555v2 · doi: 10.48550/arxiv.1906.00555 · pith_short_12: LHMX57DT737E · pith_short_16: LHMX57DT737E4RPE · pith_short_8: LHMX57DT

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/LHMX57DT737E4RPEARXAIDUISG \
  | 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: 59d97efc73fefe4e45e4046e040e8891ac5697393a0686d3869699f4c97ed8e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ccde2a06d9463ffced0de5d0d048a5f79e1273cf0bbc4ba845b70651eb199a8d",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-03T03:56:41Z",
    "title_canon_sha256": "4f88dc524281eaeada334b430c898769f9bc36961862c2afbe28455e80db3f94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.00555",
    "kind": "arxiv",
    "version": 2
  }
}