pith. sign in
Pith Number

pith:4GZBHHGF

pith:2026:4GZBHHGFVTUTRWWBZQRHJO67TV
not attested not anchored not stored refs pending

Implicit Fuzzification via Bounded Noise Injection for Robust Medical Image Segmentation

Ammar Oad, Bisheng Tang, Chuchu Zhai, Feng Dong, Yaoqun Wu, Yifei Peng, Zhangfeng Ma

arxiv:2606.04427 v1 · 2026-06-03 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{4GZBHHGFVTUTRWWBZQRHJO67TV}

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 2026-06-04T01:09:07.669185Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e1b2139cc5ace938dac1cc2274bbdf9d6823b9d5a1b02d63b83e7892bc13715f

Aliases

arxiv: 2606.04427 · arxiv_version: 2606.04427v1 · doi: 10.48550/arxiv.2606.04427 · pith_short_12: 4GZBHHGFVTUT · pith_short_16: 4GZBHHGFVTUTRWWB · pith_short_8: 4GZBHHGF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/4GZBHHGFVTUTRWWBZQRHJO67TV \
  | 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: e1b2139cc5ace938dac1cc2274bbdf9d6823b9d5a1b02d63b83e7892bc13715f
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "3ada96745a3cc3892c4f8976733c501891b6c3a860af5b7d65e28b85ddeaaf7d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-06-03T04:17:15Z",
    "title_canon_sha256": "f043a64be16a01ae18495ad02d5450a55bb511dff89b65cd145a401da325da97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.04427",
    "kind": "arxiv",
    "version": 1
  }
}