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Pith Number

pith:2DDPNO4U

pith:2025:2DDPNO4UFEGUDPBBK725IMFPHY
not attested not anchored not stored refs pending

Gompertz Linear Units: Leveraging Asymmetry for Enhanced Learning Dynamics

Frank Hutter, Indrashis Das, Mahmoud Safari, Steven Adriaensen

arxiv:2502.03654 v2 · 2025-02-05 · cs.LG · cs.AI · cs.CV

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\usepackage{pith}
\pithnumber{2DDPNO4UFEGUDPBBK725IMFPHY}

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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

Receipt and verification
First computed 2026-07-05T11:06:27.751785Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d0c6f6bb94290d41bc2157f5d430af3e39d352eaaf2fa0f3cf8c1b06d4c089b9

Aliases

arxiv: 2502.03654 · arxiv_version: 2502.03654v2 · doi: 10.48550/arxiv.2502.03654 · pith_short_12: 2DDPNO4UFEGU · pith_short_16: 2DDPNO4UFEGUDPBB · pith_short_8: 2DDPNO4U
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2DDPNO4UFEGUDPBBK725IMFPHY \
  | 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: d0c6f6bb94290d41bc2157f5d430af3e39d352eaaf2fa0f3cf8c1b06d4c089b9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "cadd8b78211b58e3628e826bd3c6c7eb80f312d8cee3e0f3a1738f1c6cd50d7f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-05T22:32:22Z",
    "title_canon_sha256": "0917212a5363dea1370f0317efa9598922204c0b63bb43afb1d0e8250f5d5652"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.03654",
    "kind": "arxiv",
    "version": 2
  }
}