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Pith Number

pith:DL77BLFC

pith:2023:DL77BLFCYVURRB4E7WQON3CCMS
not attested not anchored not stored refs pending

Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation

Di Yin, Luping Zhou, Meng Zhao, Ye Liu, Yixuan Yuan, Zhen Zhao

arxiv:2308.11903 v1 · 2023-08-23 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{DL77BLFCYVURRB4E7WQON3CCMS}

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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.
Receipt and verification
First computed 2026-07-05T06:43:56.448958Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

1afff0aca2c569188784fda0e6ec4264ac1d5e0048efe45b0c9a1d2b516559d3

Aliases

arxiv: 2308.11903 · arxiv_version: 2308.11903v1 · doi: 10.48550/arxiv.2308.11903 · pith_short_12: DL77BLFCYVUR · pith_short_16: DL77BLFCYVURRB4E · pith_short_8: DL77BLFC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/DL77BLFCYVURRB4E7WQON3CCMS \
  | 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: 1afff0aca2c569188784fda0e6ec4264ac1d5e0048efe45b0c9a1d2b516559d3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ba9b2d739f40ebb68dd0c0c6289d7903423ad657becb64b6a36b79bc325da8a8",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-08-23T04:08:53Z",
    "title_canon_sha256": "2f0517f2f1a6fdf6ca4cfc1da549f7cc34d6a95e1fa8dafb8330048bdcecf599"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.11903",
    "kind": "arxiv",
    "version": 1
  }
}