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Pith Number

pith:LGQRZXTM

pith:2018:LGQRZXTM4II47NCCGFUESHSEMK
not attested not anchored not stored refs pending

Efficient Attention: Attention with Linear Complexities

Haiyu Zhao, Hongsheng Li, Mingyuan Zhang, Shuai Yi, Zhuoran Shen

arxiv:1812.01243 v10 · 2018-12-04 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{LGQRZXTM4II47NCCGFUESHSEMK}

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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

7 papers in Pith

Receipt and verification
First computed 2026-07-05T07:35:14.697090Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

59a11cde6ce211cfb4423168491e44628d69c54a860dd2f66282c6eb8cffadb1

Aliases

arxiv: 1812.01243 · arxiv_version: 1812.01243v10 · doi: 10.48550/arxiv.1812.01243 · pith_short_12: LGQRZXTM4II4 · pith_short_16: LGQRZXTM4II47NCC · pith_short_8: LGQRZXTM
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/LGQRZXTM4II47NCCGFUESHSEMK \
  | 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: 59a11cde6ce211cfb4423168491e44628d69c54a860dd2f66282c6eb8cffadb1
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b6b712d0d0f4f2b97fb5b2903f4aa64d31d9f60334b3e88dd6505b9bd60d2342",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-12-04T06:41:46Z",
    "title_canon_sha256": "83d7d47dcbe84ab42d78867b41ab1b5c75b6cf3926e0e5b77ab88ad4933cd866"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.01243",
    "kind": "arxiv",
    "version": 10
  }
}