Pith Number

pith:V2P7WYPM

pith:2023:V2P7WYPMUUUU24K6UKGMNT6MZX

not attested not anchored not stored refs pending

Parameter-Free Channel Attention for Image Classification and Super-Resolution

Lingxiao Yang, Liuqing Wang, Wangpeng An, Xiantong Zhen, Yuxuan Shi

arxiv:2303.11055 v1 · 2023-03-20 · eess.IV · cs.CV

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

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\usepackage{pith}
\pithnumber{V2P7WYPMUUUU24K6UKGMNT6MZX}

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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

2 papers in Pith

Optimising CSRNet with parameter-free attention mechanisms for crowd counting in public transport

SwiftChannel: Algorithm-Hardware Co-Design for Deep Learning-Based 5G Channel Estimation

Receipt and verification

First computed	2026-07-05T05:52:39.812141Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae9ffb61eca5294d715ea28cc6cfcccdeb6c021036b8fadf3ec7cad3dfa927ef

Aliases

arxiv: 2303.11055 · arxiv_version: 2303.11055v1 · doi: 10.48550/arxiv.2303.11055 · pith_short_12: V2P7WYPMUUUU · pith_short_16: V2P7WYPMUUUU24K6 · pith_short_8: V2P7WYPM

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/V2P7WYPMUUUU24K6UKGMNT6MZX \
  | 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: ae9ffb61eca5294d715ea28cc6cfcccdeb6c021036b8fadf3ec7cad3dfa927ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1dceb1463fcc9c26371b19d0c41b0630b3a6348981995442b17137e22efda26",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.IV",
    "submitted_at": "2023-03-20T12:08:58Z",
    "title_canon_sha256": "40b0b834a6a1e0a4d882f17c7204f363ebf8158f38a9c0b5380d53548782f336"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.11055",
    "kind": "arxiv",
    "version": 1
  }
}