Pith Number

pith:KQHFRB2J

pith:2020:KQHFRB2JXTWTYCFBIMALLQ7HLX

not attested not anchored not stored refs pending

Leveraging the Feature Distribution in Transfer-based Few-Shot Learning

St\'ephane Pateux, Vincent Gripon, Yuqing Hu

arxiv:2006.03806 v3 · 2020-06-06 · 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{KQHFRB2JXTWTYCFBIMALLQ7HLX}

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.

Receipt and verification

First computed	2026-07-05T02:09:40.648278Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

540e588749bced3c08a14300b5c3e75de4f9dd6a7f8c507c75a9a2acbed60399

Aliases

arxiv: 2006.03806 · arxiv_version: 2006.03806v3 · doi: 10.48550/arxiv.2006.03806 · pith_short_12: KQHFRB2JXTWT · pith_short_16: KQHFRB2JXTWTYCFB · pith_short_8: KQHFRB2J

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/KQHFRB2JXTWTYCFBIMALLQ7HLX \
  | 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: 540e588749bced3c08a14300b5c3e75de4f9dd6a7f8c507c75a9a2acbed60399

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf64b1b1c50d37c7f015747745f8496ea041f09c201179a89e966bf22f9c240b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-06T07:32:08Z",
    "title_canon_sha256": "192a5ffa66dc9d477cefa9259fcba71554614b364dac1d7c66425105ad72a1a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.03806",
    "kind": "arxiv",
    "version": 3
  }
}