Pith Number

pith:ELBEGQI4

pith:2025:ELBEGQI4CXGSF4ST55XM32IND7

not attested not anchored not stored refs pending

Reliable Few-shot Learning under Dual Noises

Heng Tao Shen, Jingkuan Song, Ji Zhang, Lianli Gao, Nicu Sebe

arxiv:2506.16330 v1 · 2025-06-19 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ELBEGQI4CXGSF4ST55XM32IND7}

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	2026-07-05T11:24:34.687732Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

22c243411c15cd22f253ef6ecde90d1fe08a02f01be659b5f1fd2db22b26c04f

Aliases

arxiv: 2506.16330 · arxiv_version: 2506.16330v1 · doi: 10.48550/arxiv.2506.16330 · pith_short_12: ELBEGQI4CXGS · pith_short_16: ELBEGQI4CXGSF4ST · pith_short_8: ELBEGQI4

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/ELBEGQI4CXGSF4ST55XM32IND7 \
  | 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: 22c243411c15cd22f253ef6ecde90d1fe08a02f01be659b5f1fd2db22b26c04f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20a43b7f5ba7c3ef366ad411da0bfb0168ef13dd1336bbcf1409fc1f37dd40ff",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-19T14:05:57Z",
    "title_canon_sha256": "b98498276844f9f3264b1c992f05ff1ac257dd1f59b7ce4fba80a624cc285647"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16330",
    "kind": "arxiv",
    "version": 1
  }
}