Pith Number

pith:CXEST3PP

pith:2019:CXEST3PPWLOEYLJSQTINDW3VMH

not attested not anchored not stored refs pending

Improving Adversarial Robustness via Guided Complement Entropy

Da-Cheng Juan, Hao-Yun Chen, Jhao-Hong Liang, Jia-Yu Pan, Shih-Chieh Chang, Wei Wei, Yu-Ting Chen

arxiv:1903.09799 v3 · 2019-03-23 · cs.LG · cs.CV · cs.PF · 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{CXEST3PPWLOEYLJSQTINDW3VMH}

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	2026-07-04T23:52:04.419128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

15c929edefb2dc4c2d3284d0d1db7561da25353210208bbd4c5ebdd540da1181

Aliases

arxiv: 1903.09799 · arxiv_version: 1903.09799v3 · doi: 10.48550/arxiv.1903.09799 · pith_short_12: CXEST3PPWLOE · pith_short_16: CXEST3PPWLOEYLJS · pith_short_8: CXEST3PP

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/CXEST3PPWLOEYLJSQTINDW3VMH \
  | 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: 15c929edefb2dc4c2d3284d0d1db7561da25353210208bbd4c5ebdd540da1181

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9334eb80759cb943ed68883220ebffb6f6110672409c976d21cbc98e6100f5e5",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.PF",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-23T11:14:59Z",
    "title_canon_sha256": "bd52493fd3adab3154bc6de35688ffd17726cc0faf9cd31ba833067ae0a56343"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.09799",
    "kind": "arxiv",
    "version": 3
  }
}