Pith Number

pith:6SVI3MZC

pith:2019:6SVI3MZC6O3PTEYA3WVNMDSLT4

not attested not anchored not stored refs pending

A Theoretical Analysis of the Number of Shots in Few-Shot Learning

Marc Law, Sanja Fidler, Tianshi Cao

arxiv:1909.11722 v2 · 2019-09-25 · 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{6SVI3MZC6O3PTEYA3WVNMDSLT4}

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	2026-07-05T04:32:46.488406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4aa8db322f3b6f99300ddaad60e4b9f3171cfc0aee4c9842669d2e0de25f5fb

Aliases

arxiv: 1909.11722 · arxiv_version: 1909.11722v2 · doi: 10.48550/arxiv.1909.11722 · pith_short_12: 6SVI3MZC6O3P · pith_short_16: 6SVI3MZC6O3PTEYA · pith_short_8: 6SVI3MZC

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/6SVI3MZC6O3PTEYA3WVNMDSLT4 \
  | 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: f4aa8db322f3b6f99300ddaad60e4b9f3171cfc0aee4c9842669d2e0de25f5fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59e5dd3ab1ef3aa7c8925a7bb3f793982b9c0b8d33d6b4471cd0a1ac6953fc2b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-25T19:33:05Z",
    "title_canon_sha256": "a0d994beb5cab932b695d00b6610ef21a64496798baecbfce5c83d6c3b292868"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11722",
    "kind": "arxiv",
    "version": 2
  }
}