Pith Number

pith:GEBISPB5

pith:2024:GEBISPB5Z2UTVF62FFYT65WHC6

not attested not anchored not stored refs pending

Addressing Spectral Bias of Deep Neural Networks by Multi-Grade Deep Learning

Ronglong Fang, Yuesheng Xu

arxiv:2410.16105 v1 · 2024-10-21 · 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{GEBISPB5Z2UTVF62FFYT65WHC6}

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.

Cited by

1 paper in Pith

SUPER Module for Detail-Sensitive and Cost-Efficient U-Net Variant Decoders

Receipt and verification

First computed	2026-07-05T09:23:29.390759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3102893c3dcea93a97da29713f76c717bd648d65497fe4028c6852cf2c07f121

Aliases

arxiv: 2410.16105 · arxiv_version: 2410.16105v1 · doi: 10.48550/arxiv.2410.16105 · pith_short_12: GEBISPB5Z2UT · pith_short_16: GEBISPB5Z2UTVF62 · pith_short_8: GEBISPB5

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/GEBISPB5Z2UTVF62FFYT65WHC6 \
  | 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: 3102893c3dcea93a97da29713f76c717bd648d65497fe4028c6852cf2c07f121

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "daac5a969144e4d05bc6160683a08510a036bf3040953407405da9b2a5785dab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T15:34:33Z",
    "title_canon_sha256": "78364b0932c8b6a73f9c4b284a54c9b8601e1f5f8523bb99add320ea4db713fc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16105",
    "kind": "arxiv",
    "version": 1
  }
}