Pith Number

pith:GLZ7AT23

pith:2019:GLZ7AT23MFMN3MGFV22ORWUSGR

not attested not anchored not stored refs pending

BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling

Lars Maal{\o}e, Marco Fraccaro, Ole Winther, Valentin Li\'evin

arxiv:1902.02102 v3 · 2019-02-06 · 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{GLZ7AT23MFMN3MGFV22ORWUSGR}

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

Optimizing Latent Dimension Allocation in Hierarchical VAEs: Balancing Attenuation and Information Retention for OOD Detection

Receipt and verification

First computed	2026-07-05T00:32:37.303977Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

32f3f04f5b6158ddb0c5aeb4e8da923453778ab1ae70f57b5379bc616e5916f9

Aliases

arxiv: 1902.02102 · arxiv_version: 1902.02102v3 · doi: 10.48550/arxiv.1902.02102 · pith_short_12: GLZ7AT23MFMN · pith_short_16: GLZ7AT23MFMN3MGF · pith_short_8: GLZ7AT23

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/GLZ7AT23MFMN3MGFV22ORWUSGR \
  | 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: 32f3f04f5b6158ddb0c5aeb4e8da923453778ab1ae70f57b5379bc616e5916f9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1db0c1d12c8e129addcd2a816f3b9cb1307af4c458e3e24b191fc8b58d501d7",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-02-06T10:36:57Z",
    "title_canon_sha256": "ff75c58f6c4fc9fd583aa72eacfacc28dead88780d8260b0cdb79cb97b30617f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.02102",
    "kind": "arxiv",
    "version": 3
  }
}