Pith Number

pith:APAX7Z57

pith:2025:APAX7Z576QNQ4SBVNJWL2KMSOZ

not attested not anchored not stored refs pending

AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data

Ioannis Patras, Shaogang Gong, Yu Cao, Zengqun Zhao, Ziquan Liu

arxiv:2503.05665 v1 · 2025-03-07 · 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{APAX7Z576QNQ4SBVNJWL2KMSOZ}

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

Dual-Branch Cross-Projection Debiasing through Diffusion-based Disentanglement

Receipt and verification

First computed	2026-07-05T10:26:34.568857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03c17fe7bff41b0e48356a6cbd2992765152b99d669d49d1c27981d1711e7bb1

Aliases

arxiv: 2503.05665 · arxiv_version: 2503.05665v1 · doi: 10.48550/arxiv.2503.05665 · pith_short_12: APAX7Z576QNQ · pith_short_16: APAX7Z576QNQ4SBV · pith_short_8: APAX7Z57

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/APAX7Z576QNQ4SBVNJWL2KMSOZ \
  | 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: 03c17fe7bff41b0e48356a6cbd2992765152b99d669d49d1c27981d1711e7bb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6028f20ed4255643f8a2e85b7baae80658070ddf456e3d9069e3465ba5ab34a5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-07T18:26:48Z",
    "title_canon_sha256": "344a5c6a43ba09342462ffa5abacea48147a3438890cad4712ece0539791fd9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05665",
    "kind": "arxiv",
    "version": 1
  }
}