Pith Number

pith:7ML3JAUM

pith:2019:7ML3JAUMLKYMKGG773LOL2MQED

not attested not anchored not stored refs pending

A Two-Stage Approach to Few-Shot Learning for Image Recognition

C. S. George Lee, Debasmit Das

arxiv:1912.04973 v1 · 2019-12-10 · cs.LG · cs.CV · eess.IV · 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{7ML3JAUMLKYMKGG773LOL2MQED}

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	2026-07-05T00:27:20.320587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb17b4828c5ab0c518dffed6e5e99020de624e0ca521ace36b013b018227dcb8

Aliases

arxiv: 1912.04973 · arxiv_version: 1912.04973v1 · doi: 10.48550/arxiv.1912.04973 · pith_short_12: 7ML3JAUMLKYM · pith_short_16: 7ML3JAUMLKYMKGG7 · pith_short_8: 7ML3JAUM

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/7ML3JAUMLKYMKGG773LOL2MQED \
  | 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: fb17b4828c5ab0c518dffed6e5e99020de624e0ca521ace36b013b018227dcb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8cc24bdaee29abaaed8233daa5d5271a09bb6a9fada74b48239efd91be72191e",
    "cross_cats_sorted": [
      "cs.CV",
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-10T20:45:35Z",
    "title_canon_sha256": "d981e640038ad026d8356b0d6ce40692bc0e2283f5c5ba0ff40e1748a2b1d861"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.04973",
    "kind": "arxiv",
    "version": 1
  }
}