Pith Number

pith:6XCB577P

pith:2024:6XCB577PPVZEBF3BNZ2E7OZIYM

not attested not anchored not stored refs pending

Pinpoint Counterfactuals: Reducing social bias in foundation models via localized counterfactual generation

Catarina Barata, Kirill Sirotkin, Marcos Escudero-Vi\~nolo, Mayug Maniparambil, Noel E. O'Connor, Pablo Carballeira

arxiv:2412.09160 v1 · 2024-12-12 · 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{6XCB577PPVZEBF3BNZ2E7OZIYM}

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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

Counterfactual Reward Model Training for Bias Mitigation in Multimodal Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:48:20.401211Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f5c41effef7d724097616e744fbb28c308c7f10f013f094d9e77a9f6872d05de

Aliases

arxiv: 2412.09160 · arxiv_version: 2412.09160v1 · doi: 10.48550/arxiv.2412.09160 · pith_short_12: 6XCB577PPVZE · pith_short_16: 6XCB577PPVZEBF3B · pith_short_8: 6XCB577P

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/6XCB577PPVZEBF3BNZ2E7OZIYM \
  | 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: f5c41effef7d724097616e744fbb28c308c7f10f013f094d9e77a9f6872d05de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99e6e9adafe5967569f5eaf3e9fac2636aa9d39d5364bafe495eda2897e56527",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-12T10:46:14Z",
    "title_canon_sha256": "620ecfc8dfc6f8c1631e1c397cd9438d6d8d91cf80fc3dfc85e76ac4fb2f38c6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09160",
    "kind": "arxiv",
    "version": 1
  }
}