Pith Number

pith:WJSPGNRG

pith:2018:WJSPGNRGRG2XJ3FDP653JYTP4F

not attested not anchored not stored refs pending

Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks

Alireza Zareian, Hang Gao, Hanwang Zhang, Shih-Fu Chang, Zheng Shou

arxiv:1810.11730 v3 · 2018-10-27 · 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{WJSPGNRGRG2XJ3FDP653JYTP4F}

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	2026-05-17T23:58:22.733118Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b264f3362689b574eca37fbbb4e26fe170050eb6ecd0fd3a1c2f76d76fddf8b8

Aliases

arxiv: 1810.11730 · arxiv_version: 1810.11730v3 · doi: 10.48550/arxiv.1810.11730 · pith_short_12: WJSPGNRGRG2X · pith_short_16: WJSPGNRGRG2XJ3FD · pith_short_8: WJSPGNRG

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/WJSPGNRGRG2XJ3FDP653JYTP4F \
  | 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: b264f3362689b574eca37fbbb4e26fe170050eb6ecd0fd3a1c2f76d76fddf8b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a6c21adce0a726871bf94e09ca056069bc9a30200475580e53a7ffa27fe3b85",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-27T23:09:10Z",
    "title_canon_sha256": "f48defcbf95bd5d5f7dab3cacd287e9005cb836d581a83cd575717063472758d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.11730",
    "kind": "arxiv",
    "version": 3
  }
}