Pith Number

pith:C52232VU

pith:2026:C52232VU3JHQTILIL2B6YNH65W

not attested not anchored not stored refs pending

RepNN: Tackling spectral bias in deep neural networks via parameter reparameterization

Tao Zhou, Xuhui Meng, Yong Wang

arxiv:2606.16575 v2 · 2026-06-15 · cs.LG · math-ph · math.MP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C52232VU3JHQTILIL2B6YNH65W}

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	2026-06-19T16:12:56.439551Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1775adeab4da4f09a1685e83ec34feed9297ef76fa07a4b55f11b5f83995f984

Aliases

arxiv: 2606.16575 · arxiv_version: 2606.16575v2 · doi: 10.48550/arxiv.2606.16575 · pith_short_12: C52232VU3JHQ · pith_short_16: C52232VU3JHQTILI · pith_short_8: C52232VU

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/C52232VU3JHQTILIL2B6YNH65W \
  | 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: 1775adeab4da4f09a1685e83ec34feed9297ef76fa07a4b55f11b5f83995f984

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9d47d51d3f419f461b8606f343875fc1b58e0be79be9066144949eb6469ff81b",
    "cross_cats_sorted": [
      "math-ph",
      "math.MP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-15T11:21:04Z",
    "title_canon_sha256": "6e4e7d05b1496fe31d8a89ee476afef7fbdb94e0b2c2ad995e57bca02bd5dedd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.16575",
    "kind": "arxiv",
    "version": 2
  }
}