Pith Number

pith:BYD3ZZAJ

pith:2018:BYD3ZZAJ24FMDIPNBMSKWVUDM2

not attested not anchored not stored refs pending

MixUp as Locally Linear Out-Of-Manifold Regularization

Hongyu Guo, Richong Zhang, Yongyi Mao

arxiv:1809.02499 v3 · 2018-09-07 · cs.LG · cs.AI · 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{BYD3ZZAJ24FMDIPNBMSKWVUDM2}

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	2026-05-18T00:00:08.066128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e07bce409d70ac1a1ed0b24ab568366ae2f2a26f6afc9d9e884e013026fe966

Aliases

arxiv: 1809.02499 · arxiv_version: 1809.02499v3 · doi: 10.48550/arxiv.1809.02499 · pith_short_12: BYD3ZZAJ24FM · pith_short_16: BYD3ZZAJ24FMDIPN · pith_short_8: BYD3ZZAJ

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/BYD3ZZAJ24FMDIPNBMSKWVUDM2 \
  | 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: 0e07bce409d70ac1a1ed0b24ab568366ae2f2a26f6afc9d9e884e013026fe966

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9ac3ce010a6261a11d2941f48939477febec91e953f2f207477b74194013cb2c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-07T14:26:17Z",
    "title_canon_sha256": "38cce064a2144a50b6ea2c3980e19d72cbb41e237acebddc6e4bef9c2c154e11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.02499",
    "kind": "arxiv",
    "version": 3
  }
}