Pith Number

pith:JP5SIFOF

pith:2025:JP5SIFOF57SSJUUQOKDSJIIYGX

not attested not anchored not stored refs pending

CFFormer: Cross CNN-Transformer Channel Attention and Spatial Feature Fusion for Improved Segmentation of Heterogeneous Medical Images

Daokun Zhang, Guoping Qiu, Jiaxuan Li, Qing Xu, Rong Qu, Ruili Wang, Xiangjian He, Ziyu Liu

arxiv:2501.03629 v2 · 2025-01-07 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JP5SIFOF57SSJUUQOKDSJIIYGX}

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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

HTMNet: A Hybrid Network with Transformer-Mamba Bottleneck Multimodal Fusion for Transparent and Reflective Objects Depth Completion

Receipt and verification

First computed	2026-07-05T11:38:03.507930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4bfb2415c5efe524d290728724a11835fc36e67dbcf7342b72067f5fcd4cc1a8

Aliases

arxiv: 2501.03629 · arxiv_version: 2501.03629v2 · doi: 10.48550/arxiv.2501.03629 · pith_short_12: JP5SIFOF57SS · pith_short_16: JP5SIFOF57SSJUUQ · pith_short_8: JP5SIFOF

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/JP5SIFOF57SSJUUQOKDSJIIYGX \
  | 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: 4bfb2415c5efe524d290728724a11835fc36e67dbcf7342b72067f5fcd4cc1a8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ea8acbf65d976317dca08c52b85c0884ecce3c6eb5cea913aeb16ef4e546a1f",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-07T08:59:20Z",
    "title_canon_sha256": "bfd2d21c67ba22b0305fda2b47b5646d9c0760bff3825483ef5f1c2f18bc7817"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.03629",
    "kind": "arxiv",
    "version": 2
  }
}