Pith Number

pith:OIORW33X

pith:2021:OIORW33XJUYAYQIIBTKV6DG7SK

not attested not anchored not stored refs pending

Can Subnetwork Structure be the Key to Out-of-Distribution Generalization?

Aaron Courville, Dinghuai Zhang, Kartik Ahuja, Yilun Xu, Yisen Wang

arxiv:2106.02890 v1 · 2021-06-05 · 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{OIORW33XJUYAYQIIBTKV6DG7SK}

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

Stochastic Parameter Decomposition

Receipt and verification

First computed	2026-07-05T02:46:31.455388Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

721d1b6f774d300c41080cd55f0cdf92b61e28c11ccc5b9c03599976891ed5cd

Aliases

arxiv: 2106.02890 · arxiv_version: 2106.02890v1 · doi: 10.48550/arxiv.2106.02890 · pith_short_12: OIORW33XJUYA · pith_short_16: OIORW33XJUYAYQII · pith_short_8: OIORW33X

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/OIORW33XJUYAYQIIBTKV6DG7SK \
  | 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: 721d1b6f774d300c41080cd55f0cdf92b61e28c11ccc5b9c03599976891ed5cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "24fbe3edd3f09b4bbe1bba6801fa31fe6556e050359c8179dd763d2de54d4b5b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-05T13:19:27Z",
    "title_canon_sha256": "bac9e22f809b9965ac7a6089b1db025cb7438bcc28ce29fff69906b9e6edcddf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.02890",
    "kind": "arxiv",
    "version": 1
  }
}