Pith Number

pith:ZZ362NPF

pith:2020:ZZ362NPFENDV3QSKJGXDW5PVDB

not attested not anchored not stored refs pending

A Universal Representation Transformer Layer for Few-Shot Image Classification

Guodong Long, Hugo Larochelle, Jing Jiang, Lu Liu, William Hamilton

arxiv:2006.11702 v4 · 2020-06-21 · cs.LG · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZZ362NPFENDV3QSKJGXDW5PVDB}

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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

Task-Specific Preconditioner for Cross-Domain Few-Shot Learning

Receipt and verification

First computed	2026-07-05T01:32:45.498498Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ce77ed35e523475dc24a49ae3b75f51851ed74feb7fb22158e0c68cf3decec37

Aliases

arxiv: 2006.11702 · arxiv_version: 2006.11702v4 · doi: 10.48550/arxiv.2006.11702 · pith_short_12: ZZ362NPFENDV · pith_short_16: ZZ362NPFENDV3QSK · pith_short_8: ZZ362NPF

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/ZZ362NPFENDV3QSKJGXDW5PVDB \
  | 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: ce77ed35e523475dc24a49ae3b75f51851ed74feb7fb22158e0c68cf3decec37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8a2d064bfe312682be13de3b74c399a6dae2471829d75a05043f424af75df73",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-21T03:08:00Z",
    "title_canon_sha256": "66aeb045510784ddf56a5e51f70e29e194558ef68aae78934d19cdf817119f06"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.11702",
    "kind": "arxiv",
    "version": 4
  }
}