Pith Number

pith:ER37RR3N

pith:2019:ER37RR3N4NOFPLML5W4G6LRQKV

not attested not anchored not stored refs pending

SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning

Kilian Q. Weinberger, Laurens van der Maaten, Wei-Lun Chao, Yan Wang

arxiv:1911.04623 v2 · 2019-11-12 · cs.CV

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\usepackage{pith}
\pithnumber{ER37RR3N4NOFPLML5W4G6LRQKV}

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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

10 papers in Pith

Self-Supervised Learning of Plant Image Representations

3D Foundation Model for Generalizable Disease Detection in Head Computed Tomography

Unifying Contrastive and Generative Objectives for Visual Understanding and Text-to-Image Generation

Unlocking Compositional Generalization in Continual Few-Shot Learning

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

Receipt and verification

First computed	2026-07-05T00:19:38.965375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2477f8c76de35c57ad8bedb86f2e305569213082f9bdbfb8e6364aee6535b614

Aliases

arxiv: 1911.04623 · arxiv_version: 1911.04623v2 · doi: 10.48550/arxiv.1911.04623 · pith_short_12: ER37RR3N4NOF · pith_short_16: ER37RR3N4NOFPLML · pith_short_8: ER37RR3N

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/ER37RR3N4NOFPLML5W4G6LRQKV \
  | 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: 2477f8c76de35c57ad8bedb86f2e305569213082f9bdbfb8e6364aee6535b614

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de983e5a928ddb8be318c427c0ec31b17896c00f04c988bfdecec92252b2adf6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-11-12T00:44:10Z",
    "title_canon_sha256": "12cfb77f077b5afad691cf7afba9600224648746fc860d1d21a40db033798721"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1911.04623",
    "kind": "arxiv",
    "version": 2
  }
}