Pith Number

pith:IHIWY2US

pith:2016:IHIWY2USYAEYZFDV5C3CB5BRV3

not attested not anchored not stored refs pending

Tutorial on Variational Autoencoders

Carl Doersch

arxiv:1606.05908 v3 · 2016-06-19 · stat.ML · 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{IHIWY2USYAEYZFDV5C3CB5BRV3}

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

23 papers in Pith

Cross-scale spatially-aware generative modeling of transcriptomic programs underlying neurodegenerative brain organization

CoFi-UCGen: Coarse-to-Fine Unsupervised Conditional Generation without Label Priors

A Semi-Supervised Variational Autoencoder for Generating Neutron Star Equations of State

Markov Chain Decoders Overcome the Heavy-Tail Limitations of Lipschitz Generative Models

Enhancing Malware Detection with Generative AI: Using Variational Autoencoders to Boost Machine Learning Classifiers' Performance

Receipt and verification

First computed	2026-07-05T02:04:00.778723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41d16c6a92c0098c9475e8b620f431aed72504d21596c8a3134e443cbe846f37

Aliases

arxiv: 1606.05908 · arxiv_version: 1606.05908v3 · doi: 10.48550/arxiv.1606.05908 · pith_short_12: IHIWY2USYAEY · pith_short_16: IHIWY2USYAEYZFDV · pith_short_8: IHIWY2US

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/IHIWY2USYAEYZFDV5C3CB5BRV3 \
  | 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: 41d16c6a92c0098c9475e8b620f431aed72504d21596c8a3134e443cbe846f37

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b43d818cf301981b880b59e1c323bd257df72747d3ec7b6f991aae0faa220121",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-06-19T21:02:30Z",
    "title_canon_sha256": "fe22541345b1bc6e67cb4892178752c07ed72da2266824b453fb7d142749021a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.05908",
    "kind": "arxiv",
    "version": 3
  }
}