Pith Number

pith:KXWYJJJO

pith:2025:KXWYJJJOGUAJZSALELZP36L4IX

not attested not anchored not stored refs pending

Deep Variational Sequential Monte Carlo for High-Dimensional Observations

Nir Shlezinger, Ruud J.G. van Sloun, Wessel L. van Nierop

arxiv:2501.05982 v1 · 2025-01-10 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KXWYJJJOGUAJZSALELZP36L4IX}

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	2026-05-18T02:45:14.630251Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55ed84a52e35009cc80b22f2fdf97c45eab9abe6f208aeb2fc150b6f2f31e54e

Aliases

arxiv: 2501.05982 · arxiv_version: 2501.05982v1 · doi: 10.48550/arxiv.2501.05982 · pith_short_12: KXWYJJJOGUAJ · pith_short_16: KXWYJJJOGUAJZSAL · pith_short_8: KXWYJJJO

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/KXWYJJJOGUAJZSALELZP36L4IX \
  | 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: 55ed84a52e35009cc80b22f2fdf97c45eab9abe6f208aeb2fc150b6f2f31e54e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ea758cd167cc33663fae33dd51088c6169297a400acd801b8e2a857438c17cc5",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-10T14:10:19Z",
    "title_canon_sha256": "19d2519eaa761333b21792d14bd5b8aa423a67e04c4919fe0d972548060aa5bf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05982",
    "kind": "arxiv",
    "version": 1
  }
}