Pith. sign in
Pith Number

pith:3IRTBI5N

pith:2025:3IRTBI5N3LKY2RX5CDLEFAJDI5
not attested not anchored not stored refs pending

AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation

MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi

arxiv:2501.01649 v1 · 2025-01-03 · cs.LG · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3IRTBI5N3LKY2RX5CDLEFAJDI5}

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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.
Receipt and verification
First computed 2026-07-05T09:56:28.207724Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

da2330a3addad58d46fd10d6428123477676a99e4054139f64fa886cae42195a

Aliases

arxiv: 2501.01649 · arxiv_version: 2501.01649v1 · doi: 10.48550/arxiv.2501.01649 · pith_short_12: 3IRTBI5N3LKY · pith_short_16: 3IRTBI5N3LKY2RX5 · pith_short_8: 3IRTBI5N
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3IRTBI5N3LKY2RX5CDLEFAJDI5 \
  | 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: da2330a3addad58d46fd10d6428123477676a99e4054139f64fa886cae42195a
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "bf70dfa79eefcdc543d8b8db3c72c7d314ab61f4733930bfe9786b586357208a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-03T05:44:13Z",
    "title_canon_sha256": "c871fec95f36b0a725294419c760b3675a981ff5bcccd6870604665f3aba1c57"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01649",
    "kind": "arxiv",
    "version": 1
  }
}