Pith Number

pith:WFEQ77UA

pith:2019:WFEQ77UAP7CC4IVN67VWQ357YD

not attested not anchored not stored refs pending

Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting

Bryan Lim, Nicolas Loeff, Sercan O. Arik, Tomas Pfister

arxiv:1912.09363 v3 · 2019-12-19 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{WFEQ77UAP7CC4IVN67VWQ357YD}

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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

Where Will They Go? Modelling Multimodal Pedestrian Manoeuvres from Ego-centric Videos

Probabilistic Low-Voltage Peak Load Forecasting with Time Series Foundation Models Evaluated on Application-Oriented Metrics

StateFlow: Dual-State Recurrent Modeling for Long-Horizon Time Series Forecasting

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting

Receipt and verification

First computed	2026-07-05T01:38:16.438031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1490ffe807fc42e22adf7eb686fbfc0edfd0d10424b79bf3553d0c0e8612679

Aliases

arxiv: 1912.09363 · arxiv_version: 1912.09363v3 · doi: 10.48550/arxiv.1912.09363 · pith_short_12: WFEQ77UAP7CC · pith_short_16: WFEQ77UAP7CC4IVN · pith_short_8: WFEQ77UA

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/WFEQ77UAP7CC4IVN67VWQ357YD \
  | 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: b1490ffe807fc42e22adf7eb686fbfc0edfd0d10424b79bf3553d0c0e8612679

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "32cce22e4fa02fc0b9382efd5f512cf53b1919185b157eac738d62a546d903ad",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-12-19T16:45:40Z",
    "title_canon_sha256": "c47e09d877077edacd47198aa23890bfffcc1b1f1a0051505068045231a3cfd1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.09363",
    "kind": "arxiv",
    "version": 3
  }
}