Pith Number

pith:CDEWRWDB

pith:2024:CDEWRWDBKXBURSL6BNRGGZRTBQ

not attested not anchored not stored refs pending

On the Universality of Volume-Preserving and Coupling-Based Normalizing Flows

Christoph Schn\"orr, Felix Draxler, Stefan Wahl, Ullrich K\"othe

arxiv:2402.06578 v3 · 2024-02-09 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDEWRWDBKXBURSL6BNRGGZRTBQ}

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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

6 papers in Pith

MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generation

Unsupervised Disentanglement Without Compromises : How Functional Orthogonality Enforces Identifiability

MIMFlow: Integrating Masked Image Modeling with Normalizing Flows for End-to-End Image Generation

Variational Sequential Optimal Experimental Design using Reinforcement Learning

Multivariate Time Series Anomaly Detection via Dual-Branch Reconstruction and Autoregressive Flow-based Residual Density Estimation

Receipt and verification

First computed	2026-07-05T10:06:39.188274Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10c968d86155c348c97e0b626366330c26347b78b2bfbc2134da98db2fe20e6b

Aliases

arxiv: 2402.06578 · arxiv_version: 2402.06578v3 · doi: 10.48550/arxiv.2402.06578 · pith_short_12: CDEWRWDBKXBU · pith_short_16: CDEWRWDBKXBURSL6 · pith_short_8: CDEWRWDB

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/CDEWRWDBKXBURSL6BNRGGZRTBQ \
  | 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: 10c968d86155c348c97e0b626366330c26347b78b2bfbc2134da98db2fe20e6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b293b76f34368727d9a1cf23dda2eafa20e2231cc0a8c27a2d215e6605f22cc",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-09T17:51:43Z",
    "title_canon_sha256": "2bc0ea23c2db975929cade18454931f305f885e85312f02eb3706f2def628c09"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.06578",
    "kind": "arxiv",
    "version": 3
  }
}