Pith Number

pith:SMAMKRI2

pith:2019:SMAMKRI2H7DJQCCGYMNVLOQTBO

not attested not anchored not stored refs pending

Spatial Broadcast Decoder: A Simple Architecture for Learning Disentangled Representations in VAEs

Alexander Lerchner, Christopher P. Burgess, Loic Matthey, Nicholas Watters

arxiv:1901.07017 v2 · 2019-01-21 · cs.LG · cs.CV · stat.ML

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\usepackage{pith}
\pithnumber{SMAMKRI2H7DJQCCGYMNVLOQTBO}

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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

5 papers in Pith

Rethinking Object-Centric Representations for Video Dynamics Modeling

Slot-MPC: Goal-Conditioned Model Predictive Control with Object-Centric Representations

Loki: Representation over Architecture for Diffusion-Based Portrait Animation

Learning Visually Interpretable Oscillator Networks for Soft Continuum Robots from Video

Information theoretic underpinning of self-supervised learning by clustering

Receipt and verification

First computed	2026-07-04T23:55:54.915579Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9300c5451a3fc6980846c31b55ba130bba27bb7840724ac7d3cd8a069e3d476b

Aliases

arxiv: 1901.07017 · arxiv_version: 1901.07017v2 · doi: 10.48550/arxiv.1901.07017 · pith_short_12: SMAMKRI2H7DJ · pith_short_16: SMAMKRI2H7DJQCCG · pith_short_8: SMAMKRI2

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/SMAMKRI2H7DJQCCGYMNVLOQTBO \
  | 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: 9300c5451a3fc6980846c31b55ba130bba27bb7840724ac7d3cd8a069e3d476b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0163ea33a525a54571468793be8923e6e1cfd1f4b58de02c382660ecb647c08e",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-21T18:08:49Z",
    "title_canon_sha256": "38da5e6537212e1326412d68aad1fc11e85dd14791421cf47be20d917ff60e6f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.07017",
    "kind": "arxiv",
    "version": 2
  }
}