Pith Number

pith:NOA7PRFG

pith:2023:NOA7PRFGS5QSG45DRGPJ2JLNXE

not attested not anchored not stored refs pending

Data augmentation and explainability for bias discovery and mitigation in deep learning

Agnieszka Miko{\l}ajczyk-Bare{\l}a

arxiv:2308.09464 v1 · 2023-08-18 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOA7PRFGS5QSG45DRGPJ2JLNXE}

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

Explanatory Debiasing: Involving Domain Experts in the Data Generation Process to Mitigate Representation Bias in AI Systems

Receipt and verification

First computed	2026-07-05T06:42:32.974497Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b81f7c4a697612373a3899e9d256db901ef0f74de9d08fe8b832c02663ccb37

Aliases

arxiv: 2308.09464 · arxiv_version: 2308.09464v1 · doi: 10.48550/arxiv.2308.09464 · pith_short_12: NOA7PRFGS5QS · pith_short_16: NOA7PRFGS5QSG45D · pith_short_8: NOA7PRFG

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/NOA7PRFGS5QSG45DRGPJ2JLNXE \
  | 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: 6b81f7c4a697612373a3899e9d256db901ef0f74de9d08fe8b832c02663ccb37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1a361609dd586ff0a19208df9d7eaf37ae88a7baf7bd2528741fd816e81c112d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-18T11:02:27Z",
    "title_canon_sha256": "38f87e8285ceb9b6140d211fccaee3a169329417e8a1e03369d89e77a9c0c9a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.09464",
    "kind": "arxiv",
    "version": 1
  }
}