Pith Number

pith:XWW5LM7M

pith:2019:XWW5LM7MV6OV6P63Q74ZRF5W2P

not attested not anchored not stored refs pending

Input complexity and out-of-distribution detection with likelihood-based generative models

David \'Alvarez, Joan Serr\`a, Jordi Luque, Jos\'e F. N\'u\~nez, Olga Slizovskaia, Vicen\c{c} G\'omez

arxiv:1909.11480 v3 · 2019-09-25 · 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{XWW5LM7MV6OV6P63Q74ZRF5W2P}

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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

Beyond Penalization: Diffusion-based Out-of-Distribution Detection and Selective Regularization in Offline Reinforcement Learning

Receipt and verification

First computed	2026-07-05T00:34:03.371752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bdadd5b3ecaf9d5f3fdb87f99897b6d3c0895a07369fb7834269e3c2de011105

Aliases

arxiv: 1909.11480 · arxiv_version: 1909.11480v3 · doi: 10.48550/arxiv.1909.11480 · pith_short_12: XWW5LM7MV6OV · pith_short_16: XWW5LM7MV6OV6P63 · pith_short_8: XWW5LM7M

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/XWW5LM7MV6OV6P63Q74ZRF5W2P \
  | 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: bdadd5b3ecaf9d5f3fdb87f99897b6d3c0895a07369fb7834269e3c2de011105

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cd11ccbeedb74c3b7ae0c777939b3e35de20da487abb84df1d0b0ca10f0b318",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-25T13:27:53Z",
    "title_canon_sha256": "c3dba733a17b1d316c0d9d06009fa87032e39af9e642e48a765f2c630cb8601a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11480",
    "kind": "arxiv",
    "version": 3
  }
}