Pith Number

pith:GGCFTA4L

pith:2022:GGCFTA4LALAMQ34AEVDOSAYR6P

not attested not anchored not stored refs pending

A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities

Jyoti Prakash Sahoo, Subrota K Mondal, Ting Wang, Yisheng Song

arxiv:2205.06743 v2 · 2022-05-13 · 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{GGCFTA4LALAMQ34AEVDOSAYR6P}

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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

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Receipt and verification

First computed	2026-07-05T04:26:03.992790Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

318459838b02c0c86f802546e90311f3f4ec5cd62a4b0092b6e2ce838806e148

Aliases

arxiv: 2205.06743 · arxiv_version: 2205.06743v2 · doi: 10.48550/arxiv.2205.06743 · pith_short_12: GGCFTA4LALAM · pith_short_16: GGCFTA4LALAMQ34A · pith_short_8: GGCFTA4L

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/GGCFTA4LALAMQ34AEVDOSAYR6P \
  | 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: 318459838b02c0c86f802546e90311f3f4ec5cd62a4b0092b6e2ce838806e148

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e34141abb75454012db26111620bd85d496fb22c6cfead3b64067ded723565f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-13T16:24:35Z",
    "title_canon_sha256": "c394260f755e7678e72bb10fb6dea30e967dc05e040ac8eef310ae9c9ad7f67a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.06743",
    "kind": "arxiv",
    "version": 2
  }
}