Pith. sign in
Pith Number

pith:2MXJ56X7

pith:2022:2MXJ56X7FD2NXS7HKWJ3VJETBH
not attested not anchored not stored refs pending

Spatial Entropy as an Inductive Bias for Vision Transformers

Bruno Lepri, Elia Peruzzo, Enver Sangineto, Marco De Nadai, Nicu Sebe, Wei Bi, Yahui Liu

arxiv:2206.04636 v3 · 2022-06-09 · cs.CV · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2MXJ56X7FD2NXS7HKWJ3VJETBH}

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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 2026-07-05T05:50:42.558364Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d32e9efaff28f4dbcbe75593baa49309e0e5645f73679bb334f3e7612b1adc76

Aliases

arxiv: 2206.04636 · arxiv_version: 2206.04636v3 · doi: 10.48550/arxiv.2206.04636 · pith_short_12: 2MXJ56X7FD2N · pith_short_16: 2MXJ56X7FD2NXS7H · pith_short_8: 2MXJ56X7
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2MXJ56X7FD2NXS7HKWJ3VJETBH \
  | 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: d32e9efaff28f4dbcbe75593baa49309e0e5645f73679bb334f3e7612b1adc76
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ac4e440d5f0af8d52ae756fada4d83682fb3c713965db994f4bcbeceef3834c2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-06-09T17:34:39Z",
    "title_canon_sha256": "1761cdb2fa55c02f5fdae467abd5c845ad5ec811f239c33e4059f666a8619662"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.04636",
    "kind": "arxiv",
    "version": 3
  }
}