Pith Number

pith:NYDUCQGI

pith:2023:NYDUCQGIL2VYJHT35O7RSKOZN3

not attested not anchored not stored refs pending

Estimating label quality and errors in semantic segmentation data via any model

Jonas Mueller, Vedang Lad

arxiv:2307.05080 v1 · 2023-07-11 · 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{NYDUCQGIL2VYJHT35O7RSKOZN3}

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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

2 papers in Pith

Ordinal Adaptive Correction: A Data-Centric Approach to Ordinal Image Classification with Noisy Labels

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

Receipt and verification

First computed	2026-07-05T06:29:26.108058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6e074140c85eab849e7bebbf1929d96ed897e8ed41b47923fc4414414d21c633

Aliases

arxiv: 2307.05080 · arxiv_version: 2307.05080v1 · doi: 10.48550/arxiv.2307.05080 · pith_short_12: NYDUCQGIL2VY · pith_short_16: NYDUCQGIL2VYJHT3 · pith_short_8: NYDUCQGI

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/NYDUCQGIL2VYJHT35O7RSKOZN3 \
  | 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: 6e074140c85eab849e7bebbf1929d96ed897e8ed41b47923fc4414414d21c633

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "09fe021ece591e7bb4ffbfb8407301f92005199cd598bc7ce68d7896da9cb253",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-11T07:29:09Z",
    "title_canon_sha256": "31b129e6589711f2e64ec38c0c37eecf37648ac8bb6361640568c0f590f222a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05080",
    "kind": "arxiv",
    "version": 1
  }
}