Pith Number

pith:AIJYDFKL

pith:2022:AIJYDFKL5NBVNLLO5C2F2CVOIP

not attested not anchored not stored refs pending

A Close Look at Spatial Modeling: From Attention to Convolution

Can Qin, Huan Wang, Jie Fu, Kunpeng Li, Xingchen Zhao, Xu Ma, Yun Fu

arxiv:2212.12552 v1 · 2022-12-23 · cs.CV · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AIJYDFKL5NBVNLLO5C2F2CVOIP}

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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

DnA: Denoising Attention for Visual Tasks

Receipt and verification

First computed	2026-07-05T05:28:10.906593Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

021381954beb4356ad6ee8b45d0aae43c1480bb8c34103cbe670d57dfd5d304a

Aliases

arxiv: 2212.12552 · arxiv_version: 2212.12552v1 · doi: 10.48550/arxiv.2212.12552 · pith_short_12: AIJYDFKL5NBV · pith_short_16: AIJYDFKL5NBVNLLO · pith_short_8: AIJYDFKL

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/AIJYDFKL5NBVNLLO5C2F2CVOIP \
  | 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: 021381954beb4356ad6ee8b45d0aae43c1480bb8c34103cbe670d57dfd5d304a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14fa575566d6848f80d24ec6161c376ba7ed7c45fd2265b229b4b4b7ebbbb47b",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-12-23T19:13:43Z",
    "title_canon_sha256": "5847867299c930b87e5c843cae46bc849e5daafe7909ca1eaea3695865e17b0a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.12552",
    "kind": "arxiv",
    "version": 1
  }
}