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Pith Number

pith:7L2XQPQ7

pith:2025:7L2XQPQ7NU7E77XPUOSMOYBRTK
not attested not anchored not stored refs pending

Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning

Boyu Fu, Chen Shu, Hong Bu, Jie Chen, Ting Yin, Wenchuan Zhang, Yiman Li, Yuhao Yi

arxiv:2505.12074 v2 · 2025-05-17 · cs.CV

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\usepackage{pith}
\pithnumber{7L2XQPQ7NU7E77XPUOSMOYBRTK}

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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 2026-07-05T11:10:08.537465Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

faf5783e1f6d3e4ffeefa3a4c760319ab00dd3ab2e029a76212f6371ba906617

Aliases

arxiv: 2505.12074 · arxiv_version: 2505.12074v2 · doi: 10.48550/arxiv.2505.12074 · pith_short_12: 7L2XQPQ7NU7E · pith_short_16: 7L2XQPQ7NU7E77XP · pith_short_8: 7L2XQPQ7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/7L2XQPQ7NU7E77XPUOSMOYBRTK \
  | 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: faf5783e1f6d3e4ffeefa3a4c760319ab00dd3ab2e029a76212f6371ba906617
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8230c081f3220c415164f5ced33689a647d11602bad0b1896f2bb4a89a9096d6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-17T16:26:43Z",
    "title_canon_sha256": "bb651bb2dff35efedbf24e0c807d349d57a947651cd76df8f9001780623c406e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12074",
    "kind": "arxiv",
    "version": 2
  }
}