Pith Number

pith:XFJRL4QQ

pith:2022:XFJRL4QQBT2LOB6MRIJUSPRNZQ

not attested not anchored not stored refs pending

De-biased Representation Learning for Fairness with Unreliable Labels

Fang Chen, Feng Zhou, Yang Wang, Yixuan Zhang, Zhidong Li

arxiv:2208.00651 v1 · 2022-08-01 · cs.LG · cs.AI · cs.CY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XFJRL4QQBT2LOB6MRIJUSPRNZQ}

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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

Towards Fairness under Label Bias in Image Segmentation: Impact, Measurement and Mitigation

Receipt and verification

First computed	2026-07-05T04:45:03.352421Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b95315f2100cf4b707cc8a13493e2dcc349aa3618609ebfe5b4b41ad4214a788

Aliases

arxiv: 2208.00651 · arxiv_version: 2208.00651v1 · doi: 10.48550/arxiv.2208.00651 · pith_short_12: XFJRL4QQBT2L · pith_short_16: XFJRL4QQBT2LOB6M · pith_short_8: XFJRL4QQ

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/XFJRL4QQBT2LOB6MRIJUSPRNZQ \
  | 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: b95315f2100cf4b707cc8a13493e2dcc349aa3618609ebfe5b4b41ad4214a788

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b703a02803f7330366493c6fc80a009e58b36e5b5ffdc4f5575f01ea2b5f2981",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-01T07:16:40Z",
    "title_canon_sha256": "565a859b712f015859b3882cb547fee1c503655aeac1cdf37bef79b87331aee9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.00651",
    "kind": "arxiv",
    "version": 1
  }
}