Pith Number

pith:4XBO5Z6A

pith:2019:4XBO5Z6AWYPVS4ZHXCZCPXNK3T

not attested not anchored not stored refs pending

Generalizing from a Few Examples: A Survey on Few-Shot Learning

James Kwok, Lionel M. Ni, Quanming Yao, Yaqing Wang

arxiv:1904.05046 v3 · 2019-04-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4XBO5Z6AWYPVS4ZHXCZCPXNK3T}

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

1 paper in Pith

Few-Shot Learning Pipeline for Monkeypox Skin Disease Classification Using CNN Feature Extractors

Receipt and verification

First computed	2026-07-05T00:51:02.103959Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e5c2eee7c0b61f597327b8b227ddaadcd65f87a2e0243c03d7ed1f3e35779bda

Aliases

arxiv: 1904.05046 · arxiv_version: 1904.05046v3 · doi: 10.48550/arxiv.1904.05046 · pith_short_12: 4XBO5Z6AWYPV · pith_short_16: 4XBO5Z6AWYPVS4ZH · pith_short_8: 4XBO5Z6A

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/4XBO5Z6AWYPVS4ZHXCZCPXNK3T \
  | 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: e5c2eee7c0b61f597327b8b227ddaadcd65f87a2e0243c03d7ed1f3e35779bda

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "202224d25a1fb0c1c98a6c60ac048d8203a6001c96197c5877d344593e741c61",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-10T08:05:48Z",
    "title_canon_sha256": "02ca4f482548d799a3bc03a4955351d89bec0d4c5575dc5cfc93bfc6a3dd8094"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.05046",
    "kind": "arxiv",
    "version": 3
  }
}