Pith. sign in
Pith Number

pith:TI3SFWMT

pith:2021:TI3SFWMTFVHIOTRUISA7FSMYQT
not attested not anchored not stored refs pending

Deep Curriculum Learning in Task Space for Multi-Class Based Mammography Diagnosis

Dooman Arefan, Jules Sumkin, Jun Luo, Margarita Zuley, Shandong Wu

arxiv:2110.11320 v1 · 2021-10-21 · cs.CV

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\usepackage{pith}
\pithnumber{TI3SFWMTFVHIOTRUISA7FSMYQT}

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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 2026-07-05T03:24:38.369297Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9a3722d9932d4e874e344481f2c99884f4c152f158af896f7a8626ec9c8a9b71

Aliases

arxiv: 2110.11320 · arxiv_version: 2110.11320v1 · doi: 10.48550/arxiv.2110.11320 · pith_short_12: TI3SFWMTFVHI · pith_short_16: TI3SFWMTFVHIOTRU · pith_short_8: TI3SFWMT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/TI3SFWMTFVHIOTRUISA7FSMYQT \
  | 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: 9a3722d9932d4e874e344481f2c99884f4c152f158af896f7a8626ec9c8a9b71
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ccf6a11c48f6d7764902dcf039f9a7b6e1a2e428197ab9fe9898699ea9d01271",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-10-21T17:52:25Z",
    "title_canon_sha256": "ea7673518665b1069e042567bcdf85fc66e850409fce9c65dadbf964826e285d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.11320",
    "kind": "arxiv",
    "version": 1
  }
}