Pith. sign in
Pith Number

pith:F7WJ5B2Y

pith:2022:F7WJ5B2YLPSQUIBXB22WH7SMSX
not attested not anchored not stored refs pending

Identifying and Combating Bias in Segmentation Networks by leveraging multiple resolutions

Christine W Nordahl, David K\"ugler, Derek S Andrews, Leonie Henschel, Martin Reuter

arxiv:2206.14919 v1 · 2022-06-29 · eess.IV · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{F7WJ5B2YLPSQUIBXB22WH7SMSX}

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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.
Receipt and verification
First computed 2026-07-05T05:12:02.924154Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2fec9e87585be50a20370eb563fe4c95cf15c07c00726860fc705c2da00c55b6

Aliases

arxiv: 2206.14919 · arxiv_version: 2206.14919v1 · doi: 10.48550/arxiv.2206.14919 · pith_short_12: F7WJ5B2YLPSQ · pith_short_16: F7WJ5B2YLPSQUIBX · pith_short_8: F7WJ5B2Y
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/F7WJ5B2YLPSQUIBXB22WH7SMSX \
  | 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: 2fec9e87585be50a20370eb563fe4c95cf15c07c00726860fc705c2da00c55b6
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "47349d474eb9fc8fb2a836c50538069f27225cada061ef7200e0c4c8b3e0fa0d",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2022-06-29T21:22:21Z",
    "title_canon_sha256": "d72981ee592d9ee9aacf72f2edd7d98aae772b6ce3cd6828c077fc125d378aee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14919",
    "kind": "arxiv",
    "version": 1
  }
}