Pith Number

pith:OZKFDEIP

pith:2025:OZKFDEIP66Q74ETLSIQKD3ZD7U

not attested not anchored not stored refs pending

T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models

Haomin Wen, Hongyan Li, Jiawei Li, Meikang Qiu, Ming Jin, Shirui Pan, Yiji Zhao, Yunfeng Ge, Zhao Li

arxiv:2505.02417 v2 · 2025-05-05 · cs.LG · cs.AI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZKFDEIP66Q74ETLSIQKD3ZD7U}

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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

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

PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation

Overcoming the Modality Gap in Context-Aided Forecasting

Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework

Receipt and verification

First computed	2026-07-05T11:00:07.673199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

765451910ff7a1fe126b9220a1ef23fd340883e3ea471f78dc42845a0e326fc9

Aliases

arxiv: 2505.02417 · arxiv_version: 2505.02417v2 · doi: 10.48550/arxiv.2505.02417 · pith_short_12: OZKFDEIP66Q7 · pith_short_16: OZKFDEIP66Q74ETL · pith_short_8: OZKFDEIP

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/OZKFDEIP66Q74ETLSIQKD3ZD7U \
  | 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: 765451910ff7a1fe126b9220a1ef23fd340883e3ea471f78dc42845a0e326fc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e5c2269ffbda6ad73b44ac82350b0208f536fddb66fe09390766fd9dbc2ea02",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-05T07:22:54Z",
    "title_canon_sha256": "67092aefae003e8a2721e9557569f26daf83e02f9c30aa06a64d29beb7150b19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.02417",
    "kind": "arxiv",
    "version": 2
  }
}