Pith Number

pith:V7MDZUOF

pith:2023:V7MDZUOF7ZSONJMNT3EBXCFTDF

not attested not anchored not stored refs pending

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting

Anthony Chen, Denis A Gudovskiy, Haofan Wang, Huanrui Yang, Kurt Keutzer, Shanghang Zhang, Tomoyuki Okuno, Yohei Nakata, Yulu Gan, Zhen Dong

arxiv:2312.09148 v2 · 2023-12-14 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7MDZUOF7ZSONJMNT3EBXCFTDF}

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	2026-07-05T08:23:14.918649Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afd83cd1c5fe64e6a58d9ec81b88b3195049f056f4ec8186dd2411703747a09b

Aliases

arxiv: 2312.09148 · arxiv_version: 2312.09148v2 · doi: 10.48550/arxiv.2312.09148 · pith_short_12: V7MDZUOF7ZSO · pith_short_16: V7MDZUOF7ZSONJMN · pith_short_8: V7MDZUOF

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/V7MDZUOF7ZSONJMNT3EBXCFTDF \
  | 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: afd83cd1c5fe64e6a58d9ec81b88b3195049f056f4ec8186dd2411703747a09b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ebcb67fab90898aec192eb58197d47e5cc33be199b56971eb6236b76050e046",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-14T17:18:44Z",
    "title_canon_sha256": "7f1285f5cc3c211f4712b194b31201c6331547a3eafe8bd24e58164659ca1346"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.09148",
    "kind": "arxiv",
    "version": 2
  }
}