Pith Number

pith:XSTSVLX3

pith:2018:XSTSVLX3HI4GIUOMKWKJBDPGHQ

not attested not anchored not stored refs pending

Make (Nearly) Every Neural Network Better: Generating Neural Network Ensembles by Weight Parameter Resampling

Jiayi Liu, Mohak Shah, Samarth Tripathi, Unmesh Kurup

arxiv:1807.00847 v1 · 2018-07-02 · cs.LG · cs.AI · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XSTSVLX3HI4GIUOMKWKJBDPGHQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:11:46.270893Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bca72aaefb3a386451cc5594908de63c1277ad8d83bb69f77fdd823533938118

Aliases

arxiv: 1807.00847 · arxiv_version: 1807.00847v1 · doi: 10.48550/arxiv.1807.00847 · pith_short_12: XSTSVLX3HI4G · pith_short_16: XSTSVLX3HI4GIUOM · pith_short_8: XSTSVLX3

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/XSTSVLX3HI4GIUOMKWKJBDPGHQ \
  | 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: bca72aaefb3a386451cc5594908de63c1277ad8d83bb69f77fdd823533938118

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d2022022a8aa5012d3aa26d04b7d75fc7ed8676db97e4b2f5a05dc112761a78",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-07-02T18:12:32Z",
    "title_canon_sha256": "6af3ba7c90b8eaace920145858ee71377b8cf6ae70f659917880fd6884d3ee62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.00847",
    "kind": "arxiv",
    "version": 1
  }
}