Pith Number

pith:TJAA6KE2

pith:2025:TJAA6KE2DS7BSZ6CV6IVLLNDA7

not attested not anchored not stored refs pending

RCR-AF: Enhancing Model Generalization via Rademacher Complexity Reduction Activation Function

Hang Su, Jun Zhu, Kafeng Wang, Yunrui Yu

arxiv:2507.22446 v1 · 2025-07-30 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TJAA6KE2DS7BSZ6CV6IVLLNDA7}

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	2026-07-05T11:45:42.330489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a400f289a1cbe1967c2af9155ada307f91e23d9e41bdd671489b40ff781e7b9

Aliases

arxiv: 2507.22446 · arxiv_version: 2507.22446v1 · doi: 10.48550/arxiv.2507.22446 · pith_short_12: TJAA6KE2DS7B · pith_short_16: TJAA6KE2DS7BSZ6C · pith_short_8: TJAA6KE2

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/TJAA6KE2DS7BSZ6CV6IVLLNDA7 \
  | 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: 9a400f289a1cbe1967c2af9155ada307f91e23d9e41bdd671489b40ff781e7b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4c4ca795b27c414877a138cfdd1c92aff836c534eeb4cff57aabc2576c67b835",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-30T07:45:03Z",
    "title_canon_sha256": "d5e84f73630d319f0ec24e8b497a0a9b7007688166874e9981cabdb08d2a86e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.22446",
    "kind": "arxiv",
    "version": 1
  }
}