Pith Number

pith:MDSNDOHV

pith:2025:MDSNDOHVYAAYWTW2LDIFLR2R2Q

not attested not anchored not stored refs pending

Aggregation of Dependent Expert Distributions in Multimodal Variational Autoencoders

Michael Kampffmeyer, Robert Jenssen, Rogelio A Mancisidor, Shujian Yu

arxiv:2505.01134 v1 · 2025-05-02 · 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{MDSNDOHVYAAYWTW2LDIFLR2R2Q}

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.

Receipt and verification

First computed	2026-07-05T10:57:45.920720Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60e4d1b8f5c0018b4eda58d055c751d4173b0719d4d56664df7ccfc2cc699a92

Aliases

arxiv: 2505.01134 · arxiv_version: 2505.01134v1 · doi: 10.48550/arxiv.2505.01134 · pith_short_12: MDSNDOHVYAAY · pith_short_16: MDSNDOHVYAAYWTW2 · pith_short_8: MDSNDOHV

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/MDSNDOHVYAAYWTW2LDIFLR2R2Q \
  | 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: 60e4d1b8f5c0018b4eda58d055c751d4173b0719d4d56664df7ccfc2cc699a92

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "edf039da77a490250eca158e9cb8e2f29e0d714d03a3f9ca8c414c91d516be33",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-02T09:24:10Z",
    "title_canon_sha256": "3bf78f8b705d72d341d20b8d2209d99dc18e9b942e4b6150c86319bd5dcc4a21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.01134",
    "kind": "arxiv",
    "version": 1
  }
}