Pith. sign in
Pith Number

pith:EECAB7AO

pith:2025:EECAB7AOIWQLS52HI5RIK32CWE
not attested not anchored not stored refs pending

Moment kernels: a simple and scalable approach for equivariance to rotations and reflections in deep convolutional networks

Andrew Bennecke, Daniel J. Tward, Zachary Schlamowitz

arxiv:2505.21736 v1 · 2025-05-27 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{EECAB7AOIWQLS52HI5RIK32CWE}

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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.
Receipt and verification
First computed 2026-07-05T11:11:02.705830Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

210400fc0e45a0b977474762856f42b13e49a639d9482458d3a15f668bbfac81

Aliases

arxiv: 2505.21736 · arxiv_version: 2505.21736v1 · doi: 10.48550/arxiv.2505.21736 · pith_short_12: EECAB7AOIWQL · pith_short_16: EECAB7AOIWQLS52H · pith_short_8: EECAB7AO
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/EECAB7AOIWQLS52HI5RIK32CWE \
  | 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: 210400fc0e45a0b977474762856f42b13e49a639d9482458d3a15f668bbfac81
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2136458694e0fcac84e87553bd8bb40277432f8bfa5f10e4e7ad259b0c255a20",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-05-27T20:27:00Z",
    "title_canon_sha256": "fa3c69c1dab91f05c9990a47800456b843d889e77801cf3e8d57d3589ed10a33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21736",
    "kind": "arxiv",
    "version": 1
  }
}