Pith Number

pith:XWP7K4QO

pith:2025:XWP7K4QOFKDYXD7OHZE7JT2ICF

not attested not anchored not stored refs pending

ForAug: Mitigating Biases in Image Classification via Controlled Image Compositions

Andreas Dengel, Brian Moser, Federico Raue, Stanislav Frolov, Tobias Christian Nauen

arxiv:2503.09399 v4 · 2025-03-12 · cs.CV · cs.AI · 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{XWP7K4QOFKDYXD7OHZE7JT2ICF}

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

1 paper in Pith

Seeing Through Circuits: Faithful Mechanistic Interpretability for Vision Transformers

Receipt and verification

First computed	2026-07-02T01:17:12.016108Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd9ff5720e2a878b8fee3e49f4cf481143abc40f71aacade90ec97bfd36bb05f

Aliases

arxiv: 2503.09399 · arxiv_version: 2503.09399v4 · doi: 10.48550/arxiv.2503.09399 · pith_short_12: XWP7K4QOFKDY · pith_short_16: XWP7K4QOFKDYXD7O · pith_short_8: XWP7K4QO

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/XWP7K4QOFKDYXD7OHZE7JT2ICF \
  | 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: bd9ff5720e2a878b8fee3e49f4cf481143abc40f71aacade90ec97bfd36bb05f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd8c43b2961b521df0af8ca50f6e022225096c7d9d54c494066d30d424104575",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-12T13:49:45Z",
    "title_canon_sha256": "073e52bf0540d68483c612b8383f3e1c34d0d2c1592ed948257cef71957da7e9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.09399",
    "kind": "arxiv",
    "version": 4
  }
}