Pith Number

pith:F52VDJ3T

pith:2019:F52VDJ3T2E2WUBRGXSK3TQ5T64

not attested not anchored not stored refs pending

Out-of-distribution Detection in Classifiers via Generation

Ashish Gaurav, Krzysztof Czarnecki, Rick Salay, Sachin Vernekar, Taylor Denouden, Vahdat Abdelzad

arxiv:1910.04241 v1 · 2019-10-09 · 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{F52VDJ3T2E2WUBRGXSK3TQ5T64}

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

Adaptive Hierarchical Graph Cut for Multi-granularity Out-of-distribution Detection

Receipt and verification

First computed	2026-07-05T00:11:06.124523Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f7551a773d1356a0626bc95b9c3b3f739b801e1df4d641d0c7fb062ed2e44aa

Aliases

arxiv: 1910.04241 · arxiv_version: 1910.04241v1 · doi: 10.48550/arxiv.1910.04241 · pith_short_12: F52VDJ3T2E2W · pith_short_16: F52VDJ3T2E2WUBRG · pith_short_8: F52VDJ3T

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/F52VDJ3T2E2WUBRGXSK3TQ5T64 \
  | 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: 2f7551a773d1356a0626bc95b9c3b3f739b801e1df4d641d0c7fb062ed2e44aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55957ae6475b27f92ff200bfd0d52c892a78d3ff4b5af4cfd7718c0741376087",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-09T20:38:56Z",
    "title_canon_sha256": "32e16d94b8c905e51eb7b4bd777b0d473d75728b48c60e25228d476f5c4b6bc3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.04241",
    "kind": "arxiv",
    "version": 1
  }
}