Pith Number

pith:KG6OFTNK

pith:2019:KG6OFTNKJPCZILOF36DV5GQBPE

not attested not anchored not stored refs pending

Balancing Reconstruction Quality and Regularisation in ELBO for VAEs

Niki Trigoni, Ronald Clark, Shuyu Lin, Stephen Roberts

arxiv:1909.03765 v1 · 2019-09-09 · cs.LG · cs.CV · 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{KG6OFTNKJPCZILOF36DV5GQBPE}

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

Multipath Adaptive Gated Bottleneck Latent ODE with Raman Data Fusion for Cell Culture Process Forecasting

A Comprehensive Survey on Network Traffic Synthesis: From Statistical Models to Deep Learning

Receipt and verification

First computed	2026-07-05T00:03:08.503622Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51bce2cdaa4bc5942dc5df875e9a017915c641bf3508118c93fe286588638766

Aliases

arxiv: 1909.03765 · arxiv_version: 1909.03765v1 · doi: 10.48550/arxiv.1909.03765 · pith_short_12: KG6OFTNKJPCZ · pith_short_16: KG6OFTNKJPCZILOF · pith_short_8: KG6OFTNK

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/KG6OFTNKJPCZILOF36DV5GQBPE \
  | 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: 51bce2cdaa4bc5942dc5df875e9a017915c641bf3508118c93fe286588638766

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d08422ce9d4bd4db0e3c80604dc7a76894b1c424425ae01461048732e6ad1724",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-09T11:18:52Z",
    "title_canon_sha256": "8d50abc66fe91b606e669aa343f3055b39895de6ef2e0068f416b44d3d71a450"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.03765",
    "kind": "arxiv",
    "version": 1
  }
}