Pith Number

pith:C2L25C4R

pith:2018:C2L25C4RU7JWU4ILYXZDZD22E4

not attested not anchored not stored refs pending

Revisit Multinomial Logistic Regression in Deep Learning: Data Dependent Model Initialization for Image Recognition

Bowen Cheng, Jianfeng Wang, Lei Zhang, Rong Xiao, Yandong Guo, Yuxiao Hu

arxiv:1809.06131 v1 · 2018-09-17 · cs.CV · 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{C2L25C4RU7JWU4ILYXZDZD22E4}

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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	2026-05-18T00:05:35.557214Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1697ae8b91a7d36a710bc5f23c8f5a2708994c8f76c342a4d391531e9b6709fb

Aliases

arxiv: 1809.06131 · arxiv_version: 1809.06131v1 · doi: 10.48550/arxiv.1809.06131 · pith_short_12: C2L25C4RU7JW · pith_short_16: C2L25C4RU7JWU4IL · pith_short_8: C2L25C4R

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/C2L25C4RU7JWU4ILYXZDZD22E4 \
  | 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: 1697ae8b91a7d36a710bc5f23c8f5a2708994c8f76c342a4d391531e9b6709fb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cbf6297e555ec9eb7df45581ef23dd7479c9a358f1d2eb0b5ecead9eb9c8e94",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-09-17T11:23:33Z",
    "title_canon_sha256": "6182067068cc1dac0308f5f8c090cd69cce594ae7e911ca8ded064c3b01959ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.06131",
    "kind": "arxiv",
    "version": 1
  }
}