Pith Number

pith:ZEKSQSZA

pith:2018:ZEKSQSZAY72DY47PD43RZOPZCP

not attested not anchored not stored refs pending

Is PGD-Adversarial Training Necessary? Alternative Training via a Soft-Quantization Network with Noisy-Natural Samples Only

Changyou Chen, Kui Ren, Tianhang Zheng

arxiv:1810.05665 v2 · 2018-10-10 · 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{ZEKSQSZAY72DY47PD43RZOPZCP}

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	2026-05-18T00:02:48.917438Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c915284b20c7f43c73ef1f371cb9f913ee55f77719ac35a577afea90c7dd182c

Aliases

arxiv: 1810.05665 · arxiv_version: 1810.05665v2 · doi: 10.48550/arxiv.1810.05665 · pith_short_12: ZEKSQSZAY72D · pith_short_16: ZEKSQSZAY72DY47P · pith_short_8: ZEKSQSZA

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/ZEKSQSZAY72DY47PD43RZOPZCP \
  | 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: c915284b20c7f43c73ef1f371cb9f913ee55f77719ac35a577afea90c7dd182c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78819350c1bf8c8b90533d1347880bff8d0408bf6a9e23163261bc35d46f591a",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-10T01:06:05Z",
    "title_canon_sha256": "a22eb676b1eceb838b3dd94971025244984ff43b7c6b4572b46d27a3f4675a9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.05665",
    "kind": "arxiv",
    "version": 2
  }
}