Pith Number

pith:ZNOFKZFW

pith:2025:ZNOFKZFWDZEFMZLE3VKBKSVKY6

not attested not anchored not stored refs pending

SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation

Daji Ergu, Hongjie Zhu, Rundong Xue, Xiwei Liu, Yang Zhao, Ying Cai, Yong Xu, Zeyu Zhang

arxiv:2506.08949 v1 · 2025-06-10 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNOFKZFWDZEFMZLE3VKBKSVKY6}

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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

1 paper in Pith

SegTTA: Training-Free Test-Time Augmentation for Zero-Shot Medical Imaging Segmentation

Receipt and verification

First computed	2026-07-05T11:19:15.675600Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb5c5564b61e48566564dd54154aaac78e7359990a8e62a9ba336990de34b300

Aliases

arxiv: 2506.08949 · arxiv_version: 2506.08949v1 · doi: 10.48550/arxiv.2506.08949 · pith_short_12: ZNOFKZFWDZEF · pith_short_16: ZNOFKZFWDZEFMZLE · pith_short_8: ZNOFKZFW

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/ZNOFKZFWDZEFMZLE3VKBKSVKY6 \
  | 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: cb5c5564b61e48566564dd54154aaac78e7359990a8e62a9ba336990de34b300

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adb2de80563f5768ab799080feedbb7ef83f8bed17fdf87024500662f20ff624",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-10T16:09:40Z",
    "title_canon_sha256": "035f7e6eddba972ad6aac2223b4bb33d8190028c1c87bddae49a7636830efe6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.08949",
    "kind": "arxiv",
    "version": 1
  }
}