Pith Number

pith:4YFQRBXJ

pith:2024:4YFQRBXJBOCZ6SHDJZYLDVYTTC

not attested not anchored not stored refs pending

Enhancing Few-Shot Learning with Integrated Data and GAN Model Approaches

Aoran Shen, Jiacheng Hu, Junliang Du, Shiru Wang, Yingbin Liang, Yinqiu Feng

arxiv:2411.16567 v1 · 2024-11-25 · 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{4YFQRBXJBOCZ6SHDJZYLDVYTTC}

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

A Matrix Logic Approach to Efficient Frequent Itemset Discovery in Large Data Sets

Receipt and verification

First computed	2026-07-05T09:40:11.144016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e60b0886e90b859f48e34e70b1d71398b3939a342a9af3cf26db37c70ec0036d

Aliases

arxiv: 2411.16567 · arxiv_version: 2411.16567v1 · doi: 10.48550/arxiv.2411.16567 · pith_short_12: 4YFQRBXJBOCZ · pith_short_16: 4YFQRBXJBOCZ6SHD · pith_short_8: 4YFQRBXJ

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/4YFQRBXJBOCZ6SHDJZYLDVYTTC \
  | 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: e60b0886e90b859f48e34e70b1d71398b3939a342a9af3cf26db37c70ec0036d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f6f9bb5cd3a0dee31a908e1c51716222cfdc9ec6c7dc3b84bb61488e1f3950a",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-25T16:51:11Z",
    "title_canon_sha256": "ee40e0c9f45a4a69849b8fb8f74af9ebda59beeae866e22eaba20c58c59d6535"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.16567",
    "kind": "arxiv",
    "version": 1
  }
}