Pith Number

pith:DDAUHVGG

pith:2023:DDAUHVGGFGTEMX7JERESPQSBIP

not attested not anchored not stored refs pending

FITS: Modeling Time Series with $10k$ Parameters

Ailing Zeng, Qiang Xu, Zhijian Xu

arxiv:2307.03756 v3 · 2023-07-06 · cs.LG

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\usepackage{pith}
\pithnumber{DDAUHVGGFGTEMX7JERESPQSBIP}

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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

8 papers in Pith

Enhancing deep learning models for time series classification via knowledge distillation

Timesynth: A Temporal Fidelity Framework for Health Signal Digital Twins

Super-Linear: A Lightweight Pretrained Mixture of Linear Experts for Time Series Forecasting

Deep Time Series Models: A Comprehensive Survey and Benchmark

GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery

Receipt and verification

First computed	2026-07-05T07:30:20.127135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

18c143d4c629a6465fe9244927c24143c2ff36ab1bf4a038f09837fbed758632

Aliases

arxiv: 2307.03756 · arxiv_version: 2307.03756v3 · doi: 10.48550/arxiv.2307.03756 · pith_short_12: DDAUHVGGFGTE · pith_short_16: DDAUHVGGFGTEMX7J · pith_short_8: DDAUHVGG

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/DDAUHVGGFGTEMX7JERESPQSBIP \
  | 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: 18c143d4c629a6465fe9244927c24143c2ff36ab1bf4a038f09837fbed758632

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d60f95ec83da609b25da40e3a898e6654bb314452578cbcf216a6d412849609d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-06T15:01:58Z",
    "title_canon_sha256": "188ada026f0f5df140a64c5e31ac91eb5381c148e10dd32a1533c05ff544798c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.03756",
    "kind": "arxiv",
    "version": 3
  }
}