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Pith Number

pith:47W2KCBK

pith:2022:47W2KCBKV6776NDY3CDSF6VEK4
not attested not anchored not stored refs pending

Leveraging Different Learning Styles for Improved Knowledge Distillation in Biomedical Imaging

Abhishek Singh Sambyal, Deepti R. Bathula, Usma Niyaz

arxiv:2212.02931 v3 · 2022-12-06 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{47W2KCBKV6776NDY3CDSF6VEK4}

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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 2026-07-05T07:15:35.454769Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

e7eda5082aafbfff3478d88722faa4571a5ca70c627122ff312677271ce20d8e

Aliases

arxiv: 2212.02931 · arxiv_version: 2212.02931v3 · doi: 10.48550/arxiv.2212.02931 · pith_short_12: 47W2KCBKV677 · pith_short_16: 47W2KCBKV6776NDY · pith_short_8: 47W2KCBK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/47W2KCBKV6776NDY3CDSF6VEK4 \
  | 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: e7eda5082aafbfff3478d88722faa4571a5ca70c627122ff312677271ce20d8e
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "12978cff5779e4aa98cec218d2901d454f18925780b507c51c09134b6345c7c1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-06T12:40:45Z",
    "title_canon_sha256": "53b886b54fadc371a8377d68e5c34778422cfbdccee05a7ff8c7352e842fb961"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.02931",
    "kind": "arxiv",
    "version": 3
  }
}