Pith Number

pith:EOO5NPOG

pith:2025:EOO5NPOGANZKAVDBIOT26BKY52

not attested not anchored not stored refs pending

PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation

Kongming Liang, Tianyu Lin, Xiangzhu Zeng, Zhanyu Ma, Zhonghao Yan, Zijin Yin

arxiv:2501.06692 v1 · 2025-01-12 · cs.CV · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EOO5NPOGANZKAVDBIOT26BKY52}

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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

HPR-SAM: Hierarchical Probabilistic Representation Learning for Prompt-free SAM-based Medical Image Segmentation

Receipt and verification

First computed	2026-07-05T10:00:08.705239Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

239dd6bdc60372a0546143a7af0558eeaf94a065e6b9e571ee7c84a10b286e7c

Aliases

arxiv: 2501.06692 · arxiv_version: 2501.06692v1 · doi: 10.48550/arxiv.2501.06692 · pith_short_12: EOO5NPOGANZK · pith_short_16: EOO5NPOGANZKAVDB · pith_short_8: EOO5NPOG

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/EOO5NPOGANZKAVDBIOT26BKY52 \
  | 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: 239dd6bdc60372a0546143a7af0558eeaf94a065e6b9e571ee7c84a10b286e7c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4ada7f7f8f3efe3dfe1690a9ec20ded1b9829719bf47c99e9b66df80f519320",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-12T02:57:04Z",
    "title_canon_sha256": "ad81ffeb392565dfef703d3c0f78670bc440497bf309f4b749855dd8592624ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.06692",
    "kind": "arxiv",
    "version": 1
  }
}