Pith Number

pith:X6PKHSYK

pith:2024:X6PKHSYKS4FL242C2656HCPTYC

not attested not anchored not stored refs pending

VQ-Flow: Taming Normalizing Flows for Multi-Class Anomaly Detection via Hierarchical Vector Quantization

Andrzej Cichocki, Heng Tao Shen, Jingkuan Song, Xing Xu, Yixuan Zhou, Zhe Sun

arxiv:2409.00942 v1 · 2024-09-02 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X6PKHSYKS4FL242C2656HCPTYC}

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

DeCoFlow: Structural Decomposition of Normalizing Flows for Continual Anomaly Detection

Receipt and verification

First computed	2026-07-05T09:01:55.641625Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bf9ea3cb0a970abd7342d7bbe389f3c085d68ea45b2a7486904dc92bccb245c2

Aliases

arxiv: 2409.00942 · arxiv_version: 2409.00942v1 · doi: 10.48550/arxiv.2409.00942 · pith_short_12: X6PKHSYKS4FL · pith_short_16: X6PKHSYKS4FL242C · pith_short_8: X6PKHSYK

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/X6PKHSYKS4FL242C2656HCPTYC \
  | 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: bf9ea3cb0a970abd7342d7bbe389f3c085d68ea45b2a7486904dc92bccb245c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f05ef26ea5b2375c829c481badff23b6f80da6d2995f6fdcda5a0e72a5412dc6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-02T05:01:41Z",
    "title_canon_sha256": "8baee84b9b9416f6375e2f89b65c8929bc9950715474e4601b72440ed85b5987"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.00942",
    "kind": "arxiv",
    "version": 1
  }
}