Pith Number

pith:7OES5IT5

pith:2023:7OES5IT5LORVOITNJEG273VZHN

not attested not anchored not stored refs pending

Fast Decision Boundary based Out-of-Distribution Detector

Litian Liu, Yao Qin

arxiv:2312.11536 v2 · 2023-12-15 · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7OES5IT5LORVOITNJEG273VZHN}

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

3 papers in Pith

Uncertainty Estimation via Hyperspherical Confidence Mapping

A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts

Uncertainty Estimation via Hyperspherical Confidence Mapping

Receipt and verification

First computed	2026-07-05T08:27:01.271474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fb892ea27d5ba357226d490dafeeb93b669fd281c990b9a57ba001fb442e68e7

Aliases

arxiv: 2312.11536 · arxiv_version: 2312.11536v2 · doi: 10.48550/arxiv.2312.11536 · pith_short_12: 7OES5IT5LORV · pith_short_16: 7OES5IT5LORVOITN · pith_short_8: 7OES5IT5

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/7OES5IT5LORVOITNJEG273VZHN \
  | 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: fb892ea27d5ba357226d490dafeeb93b669fd281c990b9a57ba001fb442e68e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f45ff5375a010cff85bf29947fd068191f83c5de18008237006d46ff5891261e",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-15T19:50:32Z",
    "title_canon_sha256": "da7de93dd652e0028d1a9ea08d939f56ceb59f884ed5850546b0eb25fa90ccf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.11536",
    "kind": "arxiv",
    "version": 2
  }
}