Pith Number

pith:N4EN526G

pith:2018:N4EN526GWNKA3OAJEDRIL5QEXN

not attested not anchored not stored refs pending

Few-Shot Learning with Metric-Agnostic Conditional Embeddings

Art\"em Yankov, Courtney D. Corley, Lawrence Phillips, Nathan Hilliard, Nathan O. Hodas, Scott Howland

arxiv:1802.04376 v1 · 2018-02-12 · 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{N4EN526GWNKA3OAJEDRIL5QEXN}

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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

Further advantages of data augmentation on convolutional neural networks

Receipt and verification

First computed	2026-05-18T00:23:44.351620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f08deebc6b3540db80920e285f604bb6955179d67b7f4ddc7185033f9272071

Aliases

arxiv: 1802.04376 · arxiv_version: 1802.04376v1 · doi: 10.48550/arxiv.1802.04376 · pith_short_12: N4EN526GWNKA · pith_short_16: N4EN526GWNKA3OAJ · pith_short_8: N4EN526G

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/N4EN526GWNKA3OAJEDRIL5QEXN \
  | 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: 6f08deebc6b3540db80920e285f604bb6955179d67b7f4ddc7185033f9272071

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ed6b23acfac4b4a494b8a18c09987786e44f0d1e9fa03f9d0e8f821215531b6",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-12T21:56:12Z",
    "title_canon_sha256": "7c14ed940d15d79d8bcd4a2539fc364ed751943261a52f9eee485772637f0a2e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.04376",
    "kind": "arxiv",
    "version": 1
  }
}