Pith Number

pith:2VSWGU3L

pith:2024:2VSWGU3L23P5MOTMFKJT54B6WD

not attested not anchored not stored refs pending

Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting

Bong Gyun Kang, DoHyun Chung, Dongjun Lee, HyunGi Kim, Sungroh Yoon

arxiv:2410.20772 v3 · 2024-10-28 · cs.LG · cs.AI · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2VSWGU3L23P5MOTMFKJT54B6WD}

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

1 paper in Pith

KindSleep: Knowledge-Informed Diagnosis of Obstructive Sleep Apnea from Oximetry

Receipt and verification

First computed	2026-07-05T09:38:50.332506Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d56563536bd6dfd63a6c2a933ef03eb0c4053fce92507aea7220aedf6022cae0

Aliases

arxiv: 2410.20772 · arxiv_version: 2410.20772v3 · doi: 10.48550/arxiv.2410.20772 · pith_short_12: 2VSWGU3L23P5 · pith_short_16: 2VSWGU3L23P5MOTM · pith_short_8: 2VSWGU3L

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/2VSWGU3L23P5MOTMFKJT54B6WD \
  | 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: d56563536bd6dfd63a6c2a933ef03eb0c4053fce92507aea7220aedf6022cae0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5fc73204c19c4baa10987fd511f1167f94743a08990f5ade1ea12e445e41d77b",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-28T06:17:20Z",
    "title_canon_sha256": "042f14752255931811b40852f7438724d5632c22c5499c2b7df7a09555a1ae3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20772",
    "kind": "arxiv",
    "version": 3
  }
}