Pith Number

pith:QG46SF6B

pith:2022:QG46SF6BR6MKA4R5QCZ644ZARP

not attested not anchored not stored refs pending

BaseTransformers: Attention over base data-points for One Shot Learning

Kevin McGuinness, Mayug Maniparambil, Noel O'Connor

arxiv:2210.02476 v1 · 2022-10-05 · cs.CV · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QG46SF6BR6MKA4R5QCZ644ZARP}

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	2026-07-05T05:03:52.962116Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81b9e917c18f98a0723d80b3ee73208bd3d0cafcc4518d0d79b0fefd605a7952

Aliases

arxiv: 2210.02476 · arxiv_version: 2210.02476v1 · doi: 10.48550/arxiv.2210.02476 · pith_short_12: QG46SF6BR6MK · pith_short_16: QG46SF6BR6MKA4R5 · pith_short_8: QG46SF6B

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/QG46SF6BR6MKA4R5QCZ644ZARP \
  | 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: 81b9e917c18f98a0723d80b3ee73208bd3d0cafcc4518d0d79b0fefd605a7952

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcbf5c19d1847e84ccc7c92ff331baae391ac8aae3f67c854045f03ec8126d25",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-10-05T18:00:24Z",
    "title_canon_sha256": "db6d35cfa56aa2973c78c4a7093c9114f8b03057e29babb4490113d1c293a7dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02476",
    "kind": "arxiv",
    "version": 1
  }
}