Pith Number

pith:RMBA62QD

pith:2024:RMBA62QDVFPQ2HHRL3X4ETRDG2

not attested not anchored not stored refs pending

TSLANet: Rethinking Transformers for Time Series Representation Learning

Emadeldeen Eldele, Min Wu, Mohamed Ragab, Xiaoli Li, Zhenghua Chen

arxiv:2404.08472 v2 · 2024-04-12 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{RMBA62QDVFPQ2HHRL3X4ETRDG2}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

5 papers in Pith

PMDformer: Patch-Mean Decoupling Information Transformer for Long-term Forecasting

Prototype-Guided Classification Sub-Task Decoupling Framework: Enhancing Generalization and Interpretability for Multivariate Time Series

Characteristic Root Analysis and Regularization for Linear Time Series Forecasting

From Observations to States: Latent Time Series Forecasting

Modular Retrieval-Augmented Generalization for Human Action Recognition

Receipt and verification

First computed	2026-07-05T08:15:47.659858Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b020f6a03a95f0d1cf15eefc24e2336895eac1d5a81bae89cfac8c95b59f1eb

Aliases

arxiv: 2404.08472 · arxiv_version: 2404.08472v2 · doi: 10.48550/arxiv.2404.08472 · pith_short_12: RMBA62QDVFPQ · pith_short_16: RMBA62QDVFPQ2HHR · pith_short_8: RMBA62QD

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Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RMBA62QDVFPQ2HHRL3X4ETRDG2 \
  | 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: 8b020f6a03a95f0d1cf15eefc24e2336895eac1d5a81bae89cfac8c95b59f1eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7f4f72b1510495e8dfba174eb23a236d72cfeb808cae52877c4bcfe2200401e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-12T13:41:29Z",
    "title_canon_sha256": "f6ab1aa27d4b00760ef7a5846c53e8d6c5c5a39b74766d25f463fb9c5ba5c617"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.08472",
    "kind": "arxiv",
    "version": 2
  }
}