Pith Number

pith:JFECGMK3

pith:2023:JFECGMK3UMKDL7MEUYUENM437U

not attested not anchored not stored refs pending

PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification

Fanzhang Li, Feihong He, Meijuan Su

arxiv:2310.03517 v2 · 2023-10-05 · 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{JFECGMK3UMKDL7MEUYUENM437U}

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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

GMM-Based Comprehensive Feature Extraction and Relative Distance Preservation For Few-Shot Cross-Modal Retrieval

Receipt and verification

First computed	2026-07-05T10:15:14.650921Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

494823315ba31435fd84a62846b39bfd07be358caea929c4d78768660b933ebb

Aliases

arxiv: 2310.03517 · arxiv_version: 2310.03517v2 · doi: 10.48550/arxiv.2310.03517 · pith_short_12: JFECGMK3UMKD · pith_short_16: JFECGMK3UMKDL7ME · pith_short_8: JFECGMK3

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/JFECGMK3UMKDL7MEUYUENM437U \
  | 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: 494823315ba31435fd84a62846b39bfd07be358caea929c4d78768660b933ebb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cfddc5e9744913f84115c85b63dfce2d65d585e0c19c4d662fb8a886c68cb05",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-05T12:56:34Z",
    "title_canon_sha256": "0c87b0f68da1595e8fbfab3769994fd9b61a035c8448aae84d394faa02b3129a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.03517",
    "kind": "arxiv",
    "version": 2
  }
}