Pith Number

pith:PJYSUXT2

pith:2025:PJYSUXT2VAGEOE7N5D2HK52QJD

not attested not anchored not stored refs pending

Task-Specific Knowledge Distillation from the Vision Foundation Model for Enhanced Medical Image Segmentation

Bin Pu, Haishan Huang, Jianguo Chen, Jing Zhang, Pengchen Liang, Qing Chang, Weibo Ma, Xiang Hua, Yiwei Li, ZhuangZhuang Chen

arxiv:2503.06976 v1 · 2025-03-10 · cs.CV

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\usepackage{pith}
\pithnumber{PJYSUXT2VAGEOE7N5D2HK52QJD}

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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

Training a Student Expert via Semi-Supervised Foundation Model Distillation

Receipt and verification

First computed	2026-07-05T10:27:46.993164Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a712a5e7aa80c4713ede8f475775048d7666e3fab21140340be81beada5ec1d

Aliases

arxiv: 2503.06976 · arxiv_version: 2503.06976v1 · doi: 10.48550/arxiv.2503.06976 · pith_short_12: PJYSUXT2VAGE · pith_short_16: PJYSUXT2VAGEOE7N · pith_short_8: PJYSUXT2

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/PJYSUXT2VAGEOE7N5D2HK52QJD \
  | 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: 7a712a5e7aa80c4713ede8f475775048d7666e3fab21140340be81beada5ec1d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "081c177b4c75e39aad7d1a82f4c66c8023f11154e495947400001ad293928466",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-10T06:39:53Z",
    "title_canon_sha256": "47401ed914b6dbf6cfc613da2fc98fcb25bce54836848871fdbb184b94a1b3dc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.06976",
    "kind": "arxiv",
    "version": 1
  }
}