Pith Number

pith:GIHYVFGL

pith:2021:GIHYVFGLAQ5YP4VRH4JB3AN7TQ

not attested not anchored not stored refs pending

DOI: Divergence-based Out-of-Distribution Indicators via Deep Generative Models

Dan Pei, Mingliang Li, Wenxiao Chen, Xiaohui Nie

arxiv:2108.05509 v1 · 2021-08-12 · 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{GIHYVFGLAQ5YP4VRH4JB3AN7TQ}

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	2026-07-05T03:05:15.130894Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

320f8a94cb043b87f2b13f121d81bf9c257da920eb904f868021d3338e222169

Aliases

arxiv: 2108.05509 · arxiv_version: 2108.05509v1 · doi: 10.48550/arxiv.2108.05509 · pith_short_12: GIHYVFGLAQ5Y · pith_short_16: GIHYVFGLAQ5YP4VR · pith_short_8: GIHYVFGL

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/GIHYVFGLAQ5YP4VRH4JB3AN7TQ \
  | 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: 320f8a94cb043b87f2b13f121d81bf9c257da920eb904f868021d3338e222169

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21c949d9f25d5f66315f04e2ed625470e75e7b5247d36dd04427c16227ce1262",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-08-12T02:49:54Z",
    "title_canon_sha256": "5b91e2d58bc58f888a37aff763bedc098de1a797c31186195ee6842a3a881792"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2108.05509",
    "kind": "arxiv",
    "version": 1
  }
}