Pith Number

pith:JNOIRDVY

pith:2021:JNOIRDVYXU5PL3PEBNRERUSOY5

not attested not anchored not stored refs pending

TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation

Abhyuday Desai, Cynthia Freeman, Ian Beaver, Zuhui Wang

arxiv:2111.08095 v3 · 2021-11-15 · 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{JNOIRDVYXU5PL3PEBNRERUSOY5}

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

18 papers in Pith

RMISC: A Large-scale Real-world Multivariate Corpus for Time Series Foundation Models

UPLOTS: A Unified Pretrained Language Model for Constrained Time-series Generation

Stochastic weather generators for high-frequency wind vector time series

Diffusion Models for Adaptive Sequential Data Generation

E4GEN: Event-level Explainable Extreme-Enhanced Time-series Generation

Receipt and verification

First computed	2026-07-05T03:38:40.443587Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b5c888eb8bd3af5ede40b6248d24ec7788bd3e638b1f46e76282cc7cd5cf292

Aliases

arxiv: 2111.08095 · arxiv_version: 2111.08095v3 · doi: 10.48550/arxiv.2111.08095 · pith_short_12: JNOIRDVYXU5P · pith_short_16: JNOIRDVYXU5PL3PE · pith_short_8: JNOIRDVY

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/JNOIRDVYXU5PL3PEBNRERUSOY5 \
  | 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: 4b5c888eb8bd3af5ede40b6248d24ec7788bd3e638b1f46e76282cc7cd5cf292

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e77d4f393fc74b59c3921cac6a65fdc90bfee10899d9cfb7b0cbbf728b0368e6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-11-15T21:42:14Z",
    "title_canon_sha256": "f51cb2fc8f69294982d4a2a7c86156f8f74848d6a98acf89c75947c4bcc266b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.08095",
    "kind": "arxiv",
    "version": 3
  }
}