Pith Number

pith:DUQMOAQA

pith:2017:DUQMOAQAIW7L7NQZPDYYIUY24T

not attested not anchored not stored refs pending

Gaussian Prototypical Networks for Few-Shot Learning on Omniglot

Stanislav Fort

arxiv:1708.02735 v1 · 2017-08-09 · cs.LG · cs.CV · cs.NE · 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{DUQMOAQAIW7L7NQZPDYYIUY24T}

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

Enhancing Few-Shot Classification of Benchmark and Disaster Imagery with ABHFA-Net

Receipt and verification

First computed	2026-05-18T00:38:19.740349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d20c7020045bebfb61978f184531ae4c782e88077cde2812ef8bea8f227911f

Aliases

arxiv: 1708.02735 · arxiv_version: 1708.02735v1 · doi: 10.48550/arxiv.1708.02735 · pith_short_12: DUQMOAQAIW7L · pith_short_16: DUQMOAQAIW7L7NQZ · pith_short_8: DUQMOAQA

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/DUQMOAQAIW7L7NQZPDYYIUY24T \
  | 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: 1d20c7020045bebfb61978f184531ae4c782e88077cde2812ef8bea8f227911f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "da32c7146261bbdb7e08aea6f8f62d5423bbf571595ce2125c05e7062064b99b",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-08-09T06:53:31Z",
    "title_canon_sha256": "cbefceaa6943610bd2cc0036798d1da5842d6d811b45be48fbb657fe3fd0d60b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.02735",
    "kind": "arxiv",
    "version": 1
  }
}