Pith Number

pith:QUTWVUVP

pith:2025:QUTWVUVPKBQJL4EX237FZFGNCG

not attested not anchored not stored refs pending

Deep Neural Network-Driven Adaptive Filtering

Gang Wang, Qizhen Wang, Ying-Chang Liang

arxiv:2508.04258 v1 · 2025-08-06 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QUTWVUVPKBQJL4EX237FZFGNCG}

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	2026-07-05T11:49:23.791831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85276ad2af506095f097d6fe5c94cd119dc185d5c7881fde30e5304dff1f1b61

Aliases

arxiv: 2508.04258 · arxiv_version: 2508.04258v1 · doi: 10.48550/arxiv.2508.04258 · pith_short_12: QUTWVUVPKBQJ · pith_short_16: QUTWVUVPKBQJL4EX · pith_short_8: QUTWVUVP

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/QUTWVUVPKBQJL4EX237FZFGNCG \
  | 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: 85276ad2af506095f097d6fe5c94cd119dc185d5c7881fde30e5304dff1f1b61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16baf61601f9b8c78558ec4c5f129ba0f8a83b6ece8f502dd9809e938ef2f733",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-08-06T09:42:40Z",
    "title_canon_sha256": "52525c21971fd2e6903a883a0dad9a4d439581a0412ad53a30d98c4b45ced439"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.04258",
    "kind": "arxiv",
    "version": 1
  }
}