Pith Number

pith:VELIRFAG

pith:2020:VELIRFAGDKEX5PDJ2PJMCQXXAW

not attested not anchored not stored refs pending

Failure Modes of Variational Autoencoders and Their Effects on Downstream Tasks

Finale Doshi-Velez, Weiwei Pan, Yaniv Yacoby

arxiv:2007.07124 v4 · 2020-07-14 · 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{VELIRFAGDKEX5PDJ2PJMCQXXAW}

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

3 papers in Pith

Neural Operator-enabled Topology-informed Evolutionary Strategy for PDE-Constrained Optimization

eXact-Prior Variational Autoencoder (X-VAE): Learning Data-Adaptive Gaussian Mixture Priors for Latent Distributions

Survey of Deep Learning and Physics-Based Approaches in Computational Wave Imaging

Receipt and verification

First computed	2026-07-05T04:05:29.366881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9168894061a897ebc69d3d2c142f70582aeda5189495d442a43a4763ee4e583

Aliases

arxiv: 2007.07124 · arxiv_version: 2007.07124v4 · doi: 10.48550/arxiv.2007.07124 · pith_short_12: VELIRFAGDKEX · pith_short_16: VELIRFAGDKEX5PDJ · pith_short_8: VELIRFAG

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/VELIRFAGDKEX5PDJ2PJMCQXXAW \
  | 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: a9168894061a897ebc69d3d2c142f70582aeda5189495d442a43a4763ee4e583

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd0319f1534ba11f9dfb1b92345ded64350c93ffe8900a201a49752f2d24377a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-07-14T15:44:18Z",
    "title_canon_sha256": "fc08ef1bf66e447f8aef00e651ebab71cf1e85a1c3c411bae1582f979ff05db1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.07124",
    "kind": "arxiv",
    "version": 4
  }
}