Pith Number

pith:AV5SIBJ2

pith:2024:AV5SIBJ2K2YO7EUBHZUIZSP5XK

not attested not anchored not stored refs pending

Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting

Aobo Liang, Ke Li, Xiaohou Shi, Xingguo Jiang, Yan Sun

arxiv:2404.15772 v3 · 2024-04-24 · 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{AV5SIBJ2K2YO7EUBHZUIZSP5XK}

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

5 papers in Pith

FMMVCC: Fuzzy Mamba-based Multi-View Contrastive Clustering for Univariate Time Series

SPDM: Geometry-Modulated State Space Modeling with Manifold Constraints for Time Series Forecasting

A Survey of Mamba

UniMamba: A Unified Spatial-Temporal Modeling Framework with State-Space and Attention Integration

GeoCert: Certified Geometric AI for Reliable Forecasting

Receipt and verification

First computed	2026-07-05T08:37:19.699067Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

057b24053a56b0ef92813e688cc9fdba8507556f2d815c341eb191fa68e62322

Aliases

arxiv: 2404.15772 · arxiv_version: 2404.15772v3 · doi: 10.48550/arxiv.2404.15772 · pith_short_12: AV5SIBJ2K2YO · pith_short_16: AV5SIBJ2K2YO7EUB · pith_short_8: AV5SIBJ2

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/AV5SIBJ2K2YO7EUBHZUIZSP5XK \
  | 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: 057b24053a56b0ef92813e688cc9fdba8507556f2d815c341eb191fa68e62322

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16323a948fe84a900585ec5387627d217270e15449d23e27c8d31c4e4a8f2d79",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-24T09:45:48Z",
    "title_canon_sha256": "9f7ab125bf3da98d7e9c92bc47b395ff30302c0dbee747aa5f7b7fdfe5f45ee9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15772",
    "kind": "arxiv",
    "version": 3
  }
}