Pith Number

pith:3IOL67QF

pith:2024:3IOL67QFJOB3M5ED3JPKYLS4DY

not attested not anchored not stored refs pending

The impact of data set similarity and diversity on transfer learning success in time series forecasting

Benedikt Sonnleitner, Catherine Cleophas, Claudia Ehrig, Germain Forestier, Ursula Neumann

arxiv:2404.06198 v2 · 2024-04-09 · 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{3IOL67QFJOB3M5ED3JPKYLS4DY}

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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

1 paper in Pith

Unveiling Transferability in Trajectory Prediction via Latent Scene Embeddings

Receipt and verification

First computed	2026-07-05T08:40:16.086547Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da1cbf7e054b83b67483da5eac2e5c1e2714e39ad861db8c088bda836abd1b86

Aliases

arxiv: 2404.06198 · arxiv_version: 2404.06198v2 · doi: 10.48550/arxiv.2404.06198 · pith_short_12: 3IOL67QFJOB3 · pith_short_16: 3IOL67QFJOB3M5ED · pith_short_8: 3IOL67QF

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/3IOL67QFJOB3M5ED3JPKYLS4DY \
  | 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: da1cbf7e054b83b67483da5eac2e5c1e2714e39ad861db8c088bda836abd1b86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e7ef63987286bc94b0f5dcd43b5c68aebd7f83f88b65742918ebe1a57d8e7040",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-09T10:41:59Z",
    "title_canon_sha256": "a649d090512b13a9870f6d3fc8ea5965ffe9d715a1f644eb30499444c0107d76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.06198",
    "kind": "arxiv",
    "version": 2
  }
}