Pith Number

pith:FT7I6FOL

pith:2023:FT7I6FOLPIUNYX4WVBNVJJATM7

not attested not anchored not stored refs pending

Primal-Attention: Self-attention through Asymmetric Kernel SVD in Primal Representation

Francesco Tonin, Johan A.K. Suykens, Qinghua Tao, Yingyi Chen

arxiv:2305.19798 v2 · 2023-05-31 · cs.LG · cs.AI · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FT7I6FOLPIUNYX4WVBNVJJATM7}

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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

Mirror Descent on Reproducing Kernel Banach Spaces

Receipt and verification

First computed	2026-07-05T07:20:08.644601Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cfe8f15cb7a28dc5f96a85b54a41367e0362ee33e195dcfb9ff3d1df416fc60

Aliases

arxiv: 2305.19798 · arxiv_version: 2305.19798v2 · doi: 10.48550/arxiv.2305.19798 · pith_short_12: FT7I6FOLPIUN · pith_short_16: FT7I6FOLPIUNYX4W · pith_short_8: FT7I6FOL

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/FT7I6FOLPIUNYX4WVBNVJJATM7 \
  | 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: 2cfe8f15cb7a28dc5f96a85b54a41367e0362ee33e195dcfb9ff3d1df416fc60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4819c45a7de2ce7eb709a38fe87b8899481b0371da0d272277772b0cd67a6ea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-31T12:38:24Z",
    "title_canon_sha256": "b795d4011b46e36ca1cfb26d5691dbd780c8ba74c9c7a3be37f6ed826554db1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.19798",
    "kind": "arxiv",
    "version": 2
  }
}