Pith Number

pith:VARHHHPC

pith:2020:VARHHHPC7K3OPJQQ2DK6RWVCBA

not attested not anchored not stored refs pending

A Data and Compute Efficient Design for Limited-Resources Deep Learning

Gabriele Cesa, Max Welling, Mirgahney Mohamed, Taco S. Cohen

arxiv:2004.09691 v2 · 2020-04-21 · cs.LG · eess.IV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VARHHHPC7K3OPJQQ2DK6RWVCBA}

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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

Measuring the Impact of Rotation Equivariance on Aerial Object Detection

Receipt and verification

First computed	2026-07-05T01:17:17.819656Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a822739de2fab6e7a610d0d5e8daa2082d06dfbe9fde553825480c29e009e497

Aliases

arxiv: 2004.09691 · arxiv_version: 2004.09691v2 · doi: 10.48550/arxiv.2004.09691 · pith_short_12: VARHHHPC7K3O · pith_short_16: VARHHHPC7K3OPJQQ · pith_short_8: VARHHHPC

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/VARHHHPC7K3OPJQQ2DK6RWVCBA \
  | 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: a822739de2fab6e7a610d0d5e8daa2082d06dfbe9fde553825480c29e009e497

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de05b863b36076e865135c08d8ef26f795945b0b61c9641662e364c7e3550e92",
    "cross_cats_sorted": [
      "eess.IV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-21T00:49:11Z",
    "title_canon_sha256": "016a5cf8dd0a053f84c17ab053467e90540915097a1caaff810294865ac7022c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.09691",
    "kind": "arxiv",
    "version": 2
  }
}