Pith Number

pith:BEEPY2BX

pith:2025:BEEPY2BXOZV3CY4QNCYLXSCXON

not attested not anchored not stored refs pending

SmartMixed: A Two-Phase Training Strategy for Adaptive Activation Function Learning in Neural Networks

Amin Omidvar

arxiv:2510.22450 v3 · 2025-10-25 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BEEPY2BXOZV3CY4QNCYLXSCXON}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-06-09T01:05:10.134743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0908fc6837766bb1639068b0bbc857734d1b496be7378e6745b9747b1f366145

Aliases

arxiv: 2510.22450 · arxiv_version: 2510.22450v3 · doi: 10.48550/arxiv.2510.22450 · pith_short_12: BEEPY2BXOZV3 · pith_short_16: BEEPY2BXOZV3CY4Q · pith_short_8: BEEPY2BX

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/BEEPY2BXOZV3CY4QNCYLXSCXON \
  | 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: 0908fc6837766bb1639068b0bbc857734d1b496be7378e6745b9747b1f366145

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3efff74101de9a7cc496051ebf4cad496c8264e5a9b9e5cb8cdfbb7eb44abb82",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-25T22:46:37Z",
    "title_canon_sha256": "05f93e7cc2f95b6dfee50642e8a32e76ad8ddcba242e7810172daaa431d878a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.22450",
    "kind": "arxiv",
    "version": 3
  }
}