Pith Number

pith:SWFGBDFC

pith:2024:SWFGBDFC64N5DYVPDQAI7ILYPT

not attested not anchored not stored refs pending

Uncertainty-Aware Out-of-Distribution Detection with Gaussian Processes

Arpan Kusari, Chih-Li Sung, Wenbo Sun, Xiaoyang Song, Yang Chen

arxiv:2412.20918 v1 · 2024-12-30 · stat.ML · 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{SWFGBDFC64N5DYVPDQAI7ILYPT}

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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

GP-Adapter: Gaussian Process CLIP-Adapter for Few-Shot Out-of-Distribution Detection

Receipt and verification

First computed	2026-07-05T09:55:24.676383Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

958a608ca2f71bd1e2af1c008fa1787cdb79044955d4cbf31536a334acc3bf19

Aliases

arxiv: 2412.20918 · arxiv_version: 2412.20918v1 · doi: 10.48550/arxiv.2412.20918 · pith_short_12: SWFGBDFC64N5 · pith_short_16: SWFGBDFC64N5DYVP · pith_short_8: SWFGBDFC

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/SWFGBDFC64N5DYVPDQAI7ILYPT \
  | 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: 958a608ca2f71bd1e2af1c008fa1787cdb79044955d4cbf31536a334acc3bf19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b2dc0c8df2c0be734f38601e68fd791094a7734640d25578513301cd52f5239b",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-12-30T12:57:31Z",
    "title_canon_sha256": "14d45fde808068325e0b1d6a0dca105fd309c0d13e29fbf8a0a31d0601cd5c64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.20918",
    "kind": "arxiv",
    "version": 1
  }
}