Pith Number

pith:SDHCDAUG

pith:2024:SDHCDAUG5IT6QO6LVFKOE5DD6S

not attested not anchored not stored refs pending

MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting

Xiuding Cai, Xueyao Wang, Yaoyao Zhu, Yu Yao

arxiv:2405.16440 v1 · 2024-05-26 · cs.LG · cs.AI

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\usepackage{pith}
\pithnumber{SDHCDAUG5IT6QO6LVFKOE5DD6S}

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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

STM3: Mixture of Multiscale Mamba for Long-Term Spatio-Temporal Time-Series Prediction

Advancing Intelligent Sequence Modeling: Evolution, Trade-offs, and Applications of State-Space Architectures from S4 to Mamba

STM3: Mixture of Multiscale Mamba for Long-Term Spatio-Temporal Time-Series Prediction

DeMa: Dual-Path Delay-Aware Mamba for Efficient Multivariate Time Series Analysis

Receipt and verification

First computed	2026-07-05T08:23:30.401984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

90ce218286ea27e83bcba954e27463f4b62cd30e7df04fe57c58ca63dfe7b1ee

Aliases

arxiv: 2405.16440 · arxiv_version: 2405.16440v1 · doi: 10.48550/arxiv.2405.16440 · pith_short_12: SDHCDAUG5IT6 · pith_short_16: SDHCDAUG5IT6QO6L · pith_short_8: SDHCDAUG

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/SDHCDAUG5IT6QO6LVFKOE5DD6S \
  | 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: 90ce218286ea27e83bcba954e27463f4b62cd30e7df04fe57c58ca63dfe7b1ee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e74f24e56970631b83ab201637ffa2f81bc306d53f437ab5f57f6d18bdb97119",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-26T05:50:17Z",
    "title_canon_sha256": "d1e58c7ad0281a8599e25be22104b42b3e538c8e62bb3bd645316f7a041a60a5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.16440",
    "kind": "arxiv",
    "version": 1
  }
}