Pith Number

pith:5RGN6ATY

pith:2024:5RGN6ATYB4KZPQZB4HRAE4ZZEM

not attested not anchored not stored refs pending

Navigating Shortcuts, Spurious Correlations, and Confounders: From Origins via Detection to Mitigation

Antonia W\"ust, David Steinmann, Felix Divo, Felix Friedrich, Kristian Kersting, Lukas Struppek, Maurice Kraus

arxiv:2412.05152 v1 · 2024-12-06 · cs.LG · 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{5RGN6ATYB4KZPQZB4HRAE4ZZEM}

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

6 papers in Pith

COCOLogic-V2: Identifying Logical Inconsistencies via Truly Hard-Negatives

Receipt Replay OOD: A Small Benchmark for Screen Replay Detection Under Domain Shift

Mitigating Shortcut Learning via Feature Disentanglement in Medical Imaging: A Benchmark Study

A Toolkit for Detecting Spurious Correlations in Speech Datasets

Seeing Through Circuits: Faithful Mechanistic Interpretability for Vision Transformers

Receipt and verification

First computed	2026-07-05T09:45:29.451050Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ec4cdf02780f1597c321e1e2027339232087a6823a42061283d0752eeb0d62b0

Aliases

arxiv: 2412.05152 · arxiv_version: 2412.05152v1 · doi: 10.48550/arxiv.2412.05152 · pith_short_12: 5RGN6ATYB4KZ · pith_short_16: 5RGN6ATYB4KZPQZB · pith_short_8: 5RGN6ATY

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/5RGN6ATYB4KZPQZB4HRAE4ZZEM \
  | 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: ec4cdf02780f1597c321e1e2027339232087a6823a42061283d0752eeb0d62b0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e662b801d6fe41521dbe9852f85718678197c8818f9a0bc73d28723f44fced66",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-06T16:10:13Z",
    "title_canon_sha256": "7ea16b1a6eb427d8d17cbb670364919dafa8fc9d8f85ce06d11fae4682e29f55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05152",
    "kind": "arxiv",
    "version": 1
  }
}