Pith Number

pith:LH7CO5QQ

pith:2024:LH7CO5QQLQUMM4LLXNZEKKGEST

not attested not anchored not stored refs pending

ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations

Adrian Sletten, Michael Kampffmeyer, Rwiddhi Chakraborty

arxiv:2403.13870 v1 · 2024-03-20 · 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{LH7CO5QQLQUMM4LLXNZEKKGEST}

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	2026-07-05T07:58:51.361520Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59fe2776105c28c6716bbb724528c494f2ff0779f27c393a58a85ed386bd98fa

Aliases

arxiv: 2403.13870 · arxiv_version: 2403.13870v1 · doi: 10.48550/arxiv.2403.13870 · pith_short_12: LH7CO5QQLQUM · pith_short_16: LH7CO5QQLQUMM4LL · pith_short_8: LH7CO5QQ

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/LH7CO5QQLQUMM4LLXNZEKKGEST \
  | 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: 59fe2776105c28c6716bbb724528c494f2ff0779f27c393a58a85ed386bd98fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "511aba5eff0cd7cc0d6fe3b4ace55c80109a2214b13fe6cc75f76a477eb6d356",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-20T14:47:28Z",
    "title_canon_sha256": "5e120ac73e8fae5539fdb83e84f18f1a8b747caeacd0e8ba68546520977bdf10"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13870",
    "kind": "arxiv",
    "version": 1
  }
}