Pith Number

pith:S27QE2T6

pith:2023:S27QE2T6ZJPMVLSKM6Q7TMY22M

not attested not anchored not stored refs pending

Out-of-Distribution Detection by Leveraging Between-Layer Transformation Smoothness

Fran Jeleni\'c, Jan \v{S}najder, Josip Juki\'c, Martin Tutek, Mate Puljiz

arxiv:2310.02832 v2 · 2023-10-04 · cs.LG · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{S27QE2T6ZJPMVLSKM6Q7TMY22M}

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

Out-of-Distribution (OOD) Detectors for Open-Set RF Fingerprinting

Receipt and verification

First computed	2026-07-05T07:54:51.620871Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

96bf026a7eca5ecaae4a67a1f9b31ad33713d8fa01946244ac01ec68ff061a84

Aliases

arxiv: 2310.02832 · arxiv_version: 2310.02832v2 · doi: 10.48550/arxiv.2310.02832 · pith_short_12: S27QE2T6ZJPM · pith_short_16: S27QE2T6ZJPMVLSK · pith_short_8: S27QE2T6

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/S27QE2T6ZJPMVLSKM6Q7TMY22M \
  | 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: 96bf026a7eca5ecaae4a67a1f9b31ad33713d8fa01946244ac01ec68ff061a84

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "029be11dd259287a5e1bc6fb9e7e430b8031475023e572f6287432851ca1e3f7",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-10-04T13:59:45Z",
    "title_canon_sha256": "7c5399e90ed6903a111307f36328d36457e0efdd02315d72a240cd0864902944"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.02832",
    "kind": "arxiv",
    "version": 2
  }
}