Pith Number

pith:S6ZCNJLX

pith:2018:S6ZCNJLXS5ZBPJGAL2TUU3EHTY

not attested not anchored not stored refs pending

Understanding disentangling in $\beta$-VAE

Alexander Lerchner, Arka Pal, Christopher P. Burgess, Guillaume Desjardins, Irina Higgins, Loic Matthey, Nick Watters

arxiv:1804.03599 v1 · 2018-04-10 · stat.ML · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{S6ZCNJLXS5ZBPJGAL2TUU3EHTY}

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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

20 papers in Pith

Approximately Equivariant Recurrent Generative Models for Quasi-Periodic Time Series with a Progressive Training Scheme

Posterior Collapse as Automatic Spectral Pruning

Winner-Take-All bottlenecks enforce disentangled symbolic representations in multi-task learning

Deep Attention Reweighting: Post-Hoc Attention-Based Feature Aggregation in CNNs for Disentangling Core and Spurious Features under Spurious Correlations

Learning Disentangled Representations for Generalized Multi-view Clustering

Receipt and verification

First computed	2026-05-18T00:18:47.590344Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

97b226a577977217a4c05ea74a6c879e2f1a3e306c2a65e87368ba3330cec4da

Aliases

arxiv: 1804.03599 · arxiv_version: 1804.03599v1 · doi: 10.48550/arxiv.1804.03599 · pith_short_12: S6ZCNJLXS5ZB · pith_short_16: S6ZCNJLXS5ZBPJGA · pith_short_8: S6ZCNJLX

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/S6ZCNJLXS5ZBPJGAL2TUU3EHTY \
  | 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: 97b226a577977217a4c05ea74a6c879e2f1a3e306c2a65e87368ba3330cec4da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d56257c2e65455f2fb70b0ed0e27dfd2e7163d228968c6894a22eb5c00d91f0",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2018-04-10T15:48:18Z",
    "title_canon_sha256": "cd831aab552a2b51ac0d24725979ba589b6df6735c02a7e03f8ce62067aa41c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.03599",
    "kind": "arxiv",
    "version": 1
  }
}