Pith Number

pith:CJVTRB6K

pith:2024:CJVTRB6KEOJBFRUIPL6UE4UYRS

not attested not anchored not stored refs pending

Hierarchical Gaussian Mixture Normalizing Flow Modeling for Unified Anomaly Detection

Chongyang Zhang, Lu Wang, Ruoqi Li, Xincheng Yao, Zefeng Qian

arxiv:2403.13349 v2 · 2024-03-20 · cs.LG · cs.CV

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

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\usepackage{pith}
\pithnumber{CJVTRB6KEOJBFRUIPL6UE4UYRS}

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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

4 papers in Pith

Distribution Prototype Diffusion Learning for Open-set Supervised Anomaly Detection

Mixture Prototype Flow Matching for Open-Set Supervised Anomaly Detection

Receipt and verification

First computed	2026-07-05T08:40:15.336267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

126b3887ca239212c6887afd4272988c84c3b803c99b2e7114190abe8087447c

Aliases

arxiv: 2403.13349 · arxiv_version: 2403.13349v2 · doi: 10.48550/arxiv.2403.13349 · pith_short_12: CJVTRB6KEOJB · pith_short_16: CJVTRB6KEOJBFRUI · pith_short_8: CJVTRB6K

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/CJVTRB6KEOJBFRUIPL6UE4UYRS \
  | 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: 126b3887ca239212c6887afd4272988c84c3b803c99b2e7114190abe8087447c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3e18bc04865e71a72e872b036d508778770935ba04c55235f1cd5b4e4c10dfdc",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-20T07:21:37Z",
    "title_canon_sha256": "0fcc95a82f78aca78698de5fd1064756f9a90cc03909f3a68ae3d776d046b3ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.13349",
    "kind": "arxiv",
    "version": 2
  }
}