Pith Number

pith:LONPMS3C

pith:2025:LONPMS3CCHFKY6UJZ3L2BPZL32

not attested not anchored not stored refs pending

Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective Approach

Jonathan D. Hauenstein, Sophia J. Abraham, Walter J. Scheirer

arxiv:2502.04391 v1 · 2025-02-06 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LONPMS3CCHFKY6UJZ3L2BPZL32}

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.

Receipt and verification

First computed	2026-07-05T10:10:50.852214Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b9af64b6211caac7a89ced7a0bf2bde90833dc06d5b3c1a2180101ecc5fef60

Aliases

arxiv: 2502.04391 · arxiv_version: 2502.04391v1 · doi: 10.48550/arxiv.2502.04391 · pith_short_12: LONPMS3CCHFK · pith_short_16: LONPMS3CCHFKY6UJ · pith_short_8: LONPMS3C

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/LONPMS3CCHFKY6UJZ3L2BPZL32 \
  | 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: 5b9af64b6211caac7a89ced7a0bf2bde90833dc06d5b3c1a2180101ecc5fef60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8dbfe1d62b99672f1275d4fb907d437a079df5ab225ad519f765d11f9c526ad8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-06T00:41:35Z",
    "title_canon_sha256": "667cb9daa3e6788c2de0124d45f78b7f7669319a00a120199523dffdce7412a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.04391",
    "kind": "arxiv",
    "version": 1
  }
}