Pith Number

pith:RGDMH4OT

pith:2018:RGDMH4OTO6QYEKMF3623CXLUUX

not attested not anchored not stored refs pending

WAIC, but Why? Generative Ensembles for Robust Anomaly Detection

Alexander A. Alemi, Eric Jang, Hyunsun Choi

arxiv:1810.01392 v4 · 2018-10-02 · stat.ML · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RGDMH4OTO6QYEKMF3623CXLUUX}

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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

5 papers in Pith

Out-of-Distribution Detection Using Neural Rendering Generative Models

The Signal in the Noise: OOD Detection Through Goodness-of-Fit Testing in Factorised Latent Spaces

Backbone-Equated Diffusion OOD via Sparse Internal Snapshots

Scaling Pretrained Representations Enables Label-Free Out-of-Distribution Detection Without Fine-Tuning

Geometric Decoupling: Diagnosing the Structural Instability of Latent

Receipt and verification

First computed	2026-05-17T23:45:15.319002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8986c3f1d377a1822985dfb5b15d74a5dc97a53a5cf6d87f29468c43d7ea8386

Aliases

arxiv: 1810.01392 · arxiv_version: 1810.01392v4 · doi: 10.48550/arxiv.1810.01392 · pith_short_12: RGDMH4OTO6QY · pith_short_16: RGDMH4OTO6QYEKMF · pith_short_8: RGDMH4OT

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/RGDMH4OTO6QYEKMF3623CXLUUX \
  | 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: 8986c3f1d377a1822985dfb5b15d74a5dc97a53a5cf6d87f29468c43d7ea8386

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ce8dadda746a651dead5308ac5b3cd8d902ef671f51eb3eb9120004de2d1c53b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-10-02T17:32:07Z",
    "title_canon_sha256": "1588f5c266a89f72ae72aa08a0582923e528fcc9ef212bf9f61a2e03bc26ed88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.01392",
    "kind": "arxiv",
    "version": 4
  }
}