Pith Number

pith:BKUVCI5L

pith:2019:BKUVCI5L6L2UFMLVH2IJIZPWHB

not attested not anchored not stored refs pending

Solving Bayesian Inverse Problems via Variational Autoencoders

Hwan Goh, Jonathan Wittmer, Sheroze Sheriffdeen, Tan Bui-Thanh

arxiv:1912.04212 v9 · 2019-12-05 · stat.ML · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BKUVCI5L6L2UFMLVH2IJIZPWHB}

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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

4 papers in Pith

TAEN: A Model-Constrained Tikhonov Autoencoder Network for Forward and Inverse Problems

UOTIP: Unbalanced Optimal Transport Map for Unpaired Inverse Problems

Distributional Inverse Homogenization

Receipt and verification

First computed	2026-07-05T03:44:06.121555Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0aa95123abf2f542b1753e909465f6386c7dd40c9d7d39ed37d54c20974dc838

Aliases

arxiv: 1912.04212 · arxiv_version: 1912.04212v9 · doi: 10.48550/arxiv.1912.04212 · pith_short_12: BKUVCI5L6L2U · pith_short_16: BKUVCI5L6L2UFMLV · pith_short_8: BKUVCI5L

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/BKUVCI5L6L2UFMLVH2IJIZPWHB \
  | 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: 0aa95123abf2f542b1753e909465f6386c7dd40c9d7d39ed37d54c20974dc838

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb2644bd2278d3e3dd2fc5ebd6b29b8a18ff9e8989d1fd9388fe0fbaf367318d",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-05T16:33:32Z",
    "title_canon_sha256": "f81a63b7c7cdaca0880655acbb313bab682a2e56d9e8f74fd24671a238eb767d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.04212",
    "kind": "arxiv",
    "version": 9
  }
}