Pith Number

pith:SGIBKNDE

pith:2022:SGIBKNDEU24TX7GI2H34R67OAQ

not attested not anchored not stored refs pending

A Statistical Model for Predicting Generalization in Few-Shot Classification

Bastien Pasdeloup, Fabien Cardinaux, Ghouthi Boukli Hacene, Javier Alonso Garcia, Lukas Mauch, Stefan Uhlich, Vincent Gripon, Yassir Bendou

arxiv:2212.06461 v2 · 2022-12-13 · cs.LG · cs.AI · cs.CV · 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{SGIBKNDEU24TX7GI2H34R67OAQ}

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	2026-07-05T05:55:15.932400Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9190153464a6b93bfcc8d1f7c8fbee04210b27cefb4e5e703fd59ac953c83bb0

Aliases

arxiv: 2212.06461 · arxiv_version: 2212.06461v2 · doi: 10.48550/arxiv.2212.06461 · pith_short_12: SGIBKNDEU24T · pith_short_16: SGIBKNDEU24TX7GI · pith_short_8: SGIBKNDE

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/SGIBKNDEU24TX7GI2H34R67OAQ \
  | 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: 9190153464a6b93bfcc8d1f7c8fbee04210b27cefb4e5e703fd59ac953c83bb0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "326d40ea1ef12657cfd0e015ed2a1ecee59907142bebe2278e6e7563d39127cc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-13T10:21:15Z",
    "title_canon_sha256": "b8fb93cbb5eb07600d98ebb8c23279b86a533fc07d4f6638a690d0b527f6455a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.06461",
    "kind": "arxiv",
    "version": 2
  }
}