Pith Number

pith:CHWLRHWP

pith:2024:CHWLRHWPLSIHGYJBWS7CGBQJ3U

not attested not anchored not stored refs pending

Approximations to the Fisher Information Metric of Deep Generative Models for Out-Of-Distribution Detection

Chris Holmes, Christopher Williams, Fabian Falck, Sam Dauncey

arxiv:2403.01485 v2 · 2024-03-03 · stat.ML · cs.CV · 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{CHWLRHWPLSIHGYJBWS7CGBQJ3U}

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

Beyond Binary Out-of-Distribution Detection: Characterizing Distributional Shifts with Multi-Statistic Diffusion Trajectories

Receipt and verification

First computed	2026-07-05T08:23:19.367665Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11ecb89ecf5c90736121b4be230609dd090c8aed29d67352f8f81972f073afdb

Aliases

arxiv: 2403.01485 · arxiv_version: 2403.01485v2 · doi: 10.48550/arxiv.2403.01485 · pith_short_12: CHWLRHWPLSIH · pith_short_16: CHWLRHWPLSIHGYJB · pith_short_8: CHWLRHWP

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/CHWLRHWPLSIHGYJBWS7CGBQJ3U \
  | 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: 11ecb89ecf5c90736121b4be230609dd090c8aed29d67352f8f81972f073afdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3236c352399033eb484189cf1eddd7ead0a18a1d32e548b971e5b7366f626728",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-03-03T11:36:35Z",
    "title_canon_sha256": "8ae85b6fd4fbfdfc90d4e6b50f464900aaeaa35ff3f36a12cbbc3b187cb8bd20"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.01485",
    "kind": "arxiv",
    "version": 2
  }
}