Pith Number

pith:B2O4LL3J

pith:2024:B2O4LL3JCLK62PRIWDWUO74H3D

not attested not anchored not stored refs pending

Benchmarking Spurious Bias in Few-Shot Image Classifiers

Aidong Zhang, Guangtao Zheng, Wenqian Ye

arxiv:2409.02882 v1 · 2024-09-04 · 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{B2O4LL3JCLK62PRIWDWUO74H3D}

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	2026-07-05T09:03:11.884908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e9dc5af6912d5ed3e28b0ed477f87d8ec78cd0820210e737834f8eca92edb8e

Aliases

arxiv: 2409.02882 · arxiv_version: 2409.02882v1 · doi: 10.48550/arxiv.2409.02882 · pith_short_12: B2O4LL3JCLK6 · pith_short_16: B2O4LL3JCLK62PRI · pith_short_8: B2O4LL3J

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/B2O4LL3JCLK62PRIWDWUO74H3D \
  | 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: 0e9dc5af6912d5ed3e28b0ed477f87d8ec78cd0820210e737834f8eca92edb8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ae79c62f45f167ea143f1f77180d57e575d519ab9b87cb05dce7825b2ceacc0d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-04T17:07:46Z",
    "title_canon_sha256": "5c9c0af03f3827b63d8a93edd26866e65a80a53f69f3ae67cc5b677794b4c2d7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02882",
    "kind": "arxiv",
    "version": 1
  }
}