Pith Number

pith:BWJEQUCR

pith:2023:BWJEQUCRFIHAO44V6S2MKY2YY4

not attested not anchored not stored refs pending

AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization

Chuyan Zhang, Hao Zheng, Yuncheng Yang, Yun Gu

arxiv:2307.15282 v1 · 2023-07-28 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BWJEQUCRFIHAO44V6S2MKY2YY4}

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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

MedSeqFT: Sequential Fine-tuning Foundation Models for 3D Medical Image Segmentation

Receipt and verification

First computed	2026-07-05T07:13:24.337974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0d924850512a0e077395f4b4c56358c728d403a3a690ad1950c8b1fe561fa708

Aliases

arxiv: 2307.15282 · arxiv_version: 2307.15282v1 · doi: 10.48550/arxiv.2307.15282 · pith_short_12: BWJEQUCRFIHA · pith_short_16: BWJEQUCRFIHAO44V · pith_short_8: BWJEQUCR

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/BWJEQUCRFIHAO44V6S2MKY2YY4 \
  | 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: 0d924850512a0e077395f4b4c56358c728d403a3a690ad1950c8b1fe561fa708

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "767e947ad70cf3d52ebb97888408b9d6c9316e639cec652dbec3d7225fb87ab1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-07-28T03:27:25Z",
    "title_canon_sha256": "00a93d23adbaf525a578458c7dcbd91690c1da2b001e2b7b95e41795646c2dab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.15282",
    "kind": "arxiv",
    "version": 1
  }
}