Pith Number

pith:FGCC6N4U

pith:2022:FGCC6N4UOVENJQCDITQXGF2CHR

not attested not anchored not stored refs pending

Few-Shot Classification with Contrastive Learning

Jinghua Wang, Yingying Zhu, Zhanyuan Yang

arxiv:2209.08224 v1 · 2022-09-17 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FGCC6N4UOVENJQCDITQXGF2CHR}

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.

Cited by

1 paper in Pith

Rethinking the Good Enough Embedding for Easy Few-Shot Learning

Receipt and verification

First computed	2026-07-05T04:58:18.682955Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29842f37947548d4c04344e17317423c58e16e49fb15b8f62ce801e29725d374

Aliases

arxiv: 2209.08224 · arxiv_version: 2209.08224v1 · doi: 10.48550/arxiv.2209.08224 · pith_short_12: FGCC6N4UOVEN · pith_short_16: FGCC6N4UOVENJQCD · pith_short_8: FGCC6N4U

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/FGCC6N4UOVENJQCDITQXGF2CHR \
  | 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: 29842f37947548d4c04344e17317423c58e16e49fb15b8f62ce801e29725d374

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22d0ec538310096a40e19225102291ae2bfbd0b860ba8cc817e3d67a14e858fa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-09-17T02:39:09Z",
    "title_canon_sha256": "863a5ad0df311e78181a6e060a986668665ab95d629b04d6dbb21683909cfbab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.08224",
    "kind": "arxiv",
    "version": 1
  }
}