Pith Number

pith:ZCRHKJYM

pith:2021:ZCRHKJYM3JCYS5FFUHLEPPVN2U

not attested not anchored not stored refs pending

Understanding Failures in Out-of-Distribution Detection with Deep Generative Models

Lily H. Zhang, Mark Goldstein, Rajesh Ranganath

arxiv:2107.06908 v2 · 2021-07-14 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZCRHKJYM3JCYS5FFUHLEPPVN2U}

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

Optimizing Latent Dimension Allocation in Hierarchical VAEs: Balancing Attenuation and Information Retention for OOD Detection

Receipt and verification

First computed	2026-07-05T02:58:44.134490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c8a275270cda458974a5a1d647beadd50e0cd46fda4e1cc98bacf2cfb6ae8bc9

Aliases

arxiv: 2107.06908 · arxiv_version: 2107.06908v2 · doi: 10.48550/arxiv.2107.06908 · pith_short_12: ZCRHKJYM3JCY · pith_short_16: ZCRHKJYM3JCYS5FF · pith_short_8: ZCRHKJYM

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/ZCRHKJYM3JCYS5FFUHLEPPVN2U \
  | 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: c8a275270cda458974a5a1d647beadd50e0cd46fda4e1cc98bacf2cfb6ae8bc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35f6107e786ab9801c3a190168dda52accbe9f93775401ec06ddf0cd19baf627",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-14T18:00:11Z",
    "title_canon_sha256": "1e488171b066f53ba930f1012974b175d2345575da08e72ba164db7c03158f9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.06908",
    "kind": "arxiv",
    "version": 2
  }
}