Pith Number

pith:FG3IVKWC

pith:2024:FG3IVKWC2QDGZAT3AQVI3R2Q3M

not attested not anchored not stored refs pending

Activation-Descent Regularization for Input Optimization of ReLU Networks

Hongzhan Yu, Sicun Gao

arxiv:2406.00494 v1 · 2024-06-01 · 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{FG3IVKWC2QDGZAT3AQVI3R2Q3M}

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	2026-07-05T08:26:02.738830Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

29b68aaac2d4066c827b042a8dc750db09d01963777a4a000b6e22dff74febdb

Aliases

arxiv: 2406.00494 · arxiv_version: 2406.00494v1 · doi: 10.48550/arxiv.2406.00494 · pith_short_12: FG3IVKWC2QDG · pith_short_16: FG3IVKWC2QDGZAT3 · pith_short_8: FG3IVKWC

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/FG3IVKWC2QDGZAT3AQVI3R2Q3M \
  | 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: 29b68aaac2d4066c827b042a8dc750db09d01963777a4a000b6e22dff74febdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5b482f6271400d0da0e876a4a02f6ad83b1cef2fa427cecb0b2ed9b4bc341ac7",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-01T16:46:46Z",
    "title_canon_sha256": "1056971a3f304172dd7103869c209ac350ab0227b3c31ae62aa8a1e59ff46d8c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00494",
    "kind": "arxiv",
    "version": 1
  }
}