Pith Number

pith:SJA5H4AS

pith:2021:SJA5H4ASO65J7LLOCETP6T6MPY

not attested not anchored not stored refs pending

Global Attention Mechanism: Retain Information to Enhance Channel-Spatial Interactions

Nico Hoffmann, Yichao Liu, Zongru Shao

arxiv:2112.05561 v1 · 2021-12-10 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SJA5H4ASO65J7LLOCETP6T6MPY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

4 papers in Pith

YOLO-AMC: An Improved YOLO Architecture with Attention Mechanisms for Building Crack Detection

Zero-Shot Learning in Industrial Scenarios: New Large-Scale Benchmark, Challenges and Baseline

Hybrid Swin Attention Networks for Simultaneously Low-Dose PET and CT Denoising

Dual-stream Spatio-Temporal GCN-Transformer Network for 3D Human Pose Estimation

Receipt and verification

First computed	2026-07-05T03:39:49.637935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9241d3f01277ba9fad6e1126ff4fcc7e09c546db10b8fa394f12c8f022ce2041

Aliases

arxiv: 2112.05561 · arxiv_version: 2112.05561v1 · doi: 10.48550/arxiv.2112.05561 · pith_short_12: SJA5H4ASO65J · pith_short_16: SJA5H4ASO65J7LLO · pith_short_8: SJA5H4AS

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/SJA5H4ASO65J7LLOCETP6T6MPY \
  | 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: 9241d3f01277ba9fad6e1126ff4fcc7e09c546db10b8fa394f12c8f022ce2041

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bacb231ab87793a0fb5401f9c00846c9a88d2d8e03cc80a87bdfb77e634c7a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-10T14:12:32Z",
    "title_canon_sha256": "52bbafd7066c6e71b67bf38277d2fc6c914e9e295cfe0426b7665d9b23869afa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.05561",
    "kind": "arxiv",
    "version": 1
  }
}