Pith Number

pith:VCCAPHL2

pith:2019:VCCAPHL24PWR356EGHNB6HOBHX

not attested not anchored not stored refs pending

From Variational to Deterministic Autoencoders

Antonio Vergari, Bernhard Sch\"olkopf, Mehdi S. M. Sajjadi, Michael Black, Partha Ghosh

arxiv:1903.12436 v4 · 2019-03-29 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VCCAPHL24PWR356EGHNB6HOBHX}

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

2 papers in Pith

How Optimality Structures Sparse Dictionaries: A Theory for Understanding SAE Representations

MIXAR: Scaling Autoregressive Pixel-based Language Models to Multiple Languages and Scripts

Receipt and verification

First computed	2026-07-05T01:06:30.323825Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a884079d7ae3ed1df7c431da1f1dc13def4d7c1d83ce411faa4d30e761b5f413

Aliases

arxiv: 1903.12436 · arxiv_version: 1903.12436v4 · doi: 10.48550/arxiv.1903.12436 · pith_short_12: VCCAPHL24PWR · pith_short_16: VCCAPHL24PWR356E · pith_short_8: VCCAPHL2

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/VCCAPHL24PWR356EGHNB6HOBHX \
  | 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: a884079d7ae3ed1df7c431da1f1dc13def4d7c1d83ce411faa4d30e761b5f413

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a78c983cf95ccec85194eca4b21405119b132e4b5aa5a892f907b16cd24c2d7c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-29T10:31:55Z",
    "title_canon_sha256": "9a056545842718a397f9f651e10190e8a1d9791125e30d7d463fad3668f0b577"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.12436",
    "kind": "arxiv",
    "version": 4
  }
}