Pith Number

pith:HQY6WNFK

pith:2018:HQY6WNFK4ABASDUKUEYTKG6TQ5

not attested not anchored not stored refs pending

Geometric Understanding of Deep Learning

David Xianfeng Gu, Na Lei, Shing-Tung Yau, Zhongxuan Luo

arxiv:1805.10451 v2 · 2018-05-26 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQY6WNFK4ABASDUKUEYTKG6TQ5}

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

Deformable Registration Using Average Geometric Transformations for Brain MR Images

Receipt and verification

First computed	2026-05-18T00:14:33.630057Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c31eb34aae002090e8aa131351bd38773987a5225e4c5221cb0c6f7ef428f4f

Aliases

arxiv: 1805.10451 · arxiv_version: 1805.10451v2 · doi: 10.48550/arxiv.1805.10451 · pith_short_12: HQY6WNFK4ABA · pith_short_16: HQY6WNFK4ABASDUK · pith_short_8: HQY6WNFK

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/HQY6WNFK4ABASDUKUEYTKG6TQ5 \
  | 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: 3c31eb34aae002090e8aa131351bd38773987a5225e4c5221cb0c6f7ef428f4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6e7d7d200b0a021eea0fcb47e066f310cf7c4097ed91d9439d924730e5958cd0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-26T09:15:53Z",
    "title_canon_sha256": "c7e8c8641c4bd7f76c63d606553f89205cb5d0e08f0b6dd3a352e0ff14670f8f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.10451",
    "kind": "arxiv",
    "version": 2
  }
}