Pith Number

pith:IRFBVNBO

pith:2024:IRFBVNBOWZGZYO7TZ5FTKKAAXT

not attested not anchored not stored refs pending

Aspect-Based Few-Shot Learning

Lu Yin, Tim van Engeland, Vlado Menkovski

arxiv:2412.16202 v1 · 2024-12-17 · cs.CV · 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{IRFBVNBOWZGZYO7TZ5FTKKAAXT}

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	2026-07-05T09:52:42.982028Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

444a1ab42eb64d9c3bf3cf4b352800bccb06c9534ec1433bdc1d1257db6ec466

Aliases

arxiv: 2412.16202 · arxiv_version: 2412.16202v1 · doi: 10.48550/arxiv.2412.16202 · pith_short_12: IRFBVNBOWZGZ · pith_short_16: IRFBVNBOWZGZYO7T · pith_short_8: IRFBVNBO

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/IRFBVNBOWZGZYO7TZ5FTKKAAXT \
  | 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: 444a1ab42eb64d9c3bf3cf4b352800bccb06c9534ec1433bdc1d1257db6ec466

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ed4ede23f9118f20a136f83e161c856b72c1c2f300bc29baa2aa9a75a4187af",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-17T01:05:04Z",
    "title_canon_sha256": "fa41e7a16860506ef7f3e4ad828ee4bece11eed046d4901544f89315a7de7994"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.16202",
    "kind": "arxiv",
    "version": 1
  }
}