Pith Number

pith:KYPK7Y3W

pith:2024:KYPK7Y3WAULP4XKIL4Z4UA6BX6

not attested not anchored not stored refs pending

Uncertainty-Guided Cross Attention Ensemble Mean Teacher for Semi-supervised Medical Image Segmentation

Amit Soni Arya, Gorkem Durak, Koushik Biswas, Meghana Karri, Nicol`o Gennaro, Ulas Bagci, Vedat Cicek, Yuri S. Velichko

arxiv:2412.15380 v1 · 2024-12-19 · 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{KYPK7Y3WAULP4XKIL4Z4UA6BX6}

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	2026-07-05T09:52:22.278263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

561eafe3760516fe5d485f33ca03c1bf8cbcb8e9458ad924e8da7175a128178a

Aliases

arxiv: 2412.15380 · arxiv_version: 2412.15380v1 · doi: 10.48550/arxiv.2412.15380 · pith_short_12: KYPK7Y3WAULP · pith_short_16: KYPK7Y3WAULP4XKI · pith_short_8: KYPK7Y3W

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/KYPK7Y3WAULP4XKIL4Z4UA6BX6 \
  | 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: 561eafe3760516fe5d485f33ca03c1bf8cbcb8e9458ad924e8da7175a128178a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5e181f2449ab736471ce8c9c2dc19b27f72068dcc4cf9c748acf6f5c1a5484db",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-19T20:16:58Z",
    "title_canon_sha256": "acda5923967ef2dcbd476be44c660c367440c820b99d9b0619623b189ac692bc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15380",
    "kind": "arxiv",
    "version": 1
  }
}