Pith Number

pith:SG3II34H

pith:2018:SG3II34H2BWC25EYUIDHLP3QGY

not attested not anchored not stored refs pending

Meta-Transfer Learning for Few-Shot Learning

Bernt Schiele, Qianru Sun, Tat-Seng Chua, Yaoyao Liu

arxiv:1812.02391 v3 · 2018-12-06 · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SG3II34H2BWC25EYUIDHLP3QGY}

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

Few-shot Text Classification with Distributional Signatures

Receipt and verification

First computed	2026-05-17T23:49:02.750398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

91b6846f87d06c2d7498a20675bf703630d9a27f5f919886bb336ce6fdb325c3

Aliases

arxiv: 1812.02391 · arxiv_version: 1812.02391v3 · doi: 10.48550/arxiv.1812.02391 · pith_short_12: SG3II34H2BWC · pith_short_16: SG3II34H2BWC25EY · pith_short_8: SG3II34H

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/SG3II34H2BWC25EYUIDHLP3QGY \
  | 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: 91b6846f87d06c2d7498a20675bf703630d9a27f5f919886bb336ce6fdb325c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c39d90e2738dd5d781733c59aefb4523d5c48e026163ba1c8323e9ae61dd7da",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-12-06T07:45:08Z",
    "title_canon_sha256": "cfdb0cb5aebbfd6c53aa3d05eefae81d83195c3e13579366b89462b1bbfca7b5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.02391",
    "kind": "arxiv",
    "version": 3
  }
}