Pith Number

pith:REEOKO4J

pith:2025:REEOKO4JC4BEMVGFYCAFSGQECW

not attested not anchored not stored refs pending

Time Series Generation Under Data Scarcity: A Unified Generative Modeling Approach

Ilan Naiman, Itai Pemper, Nimrod Berman, Omri Azencot, Tal Gonen

arxiv:2505.20446 v1 · 2025-05-26 · 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{REEOKO4JC4BEMVGFYCAFSGQECW}

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

PrismFlow: Residual Dynamics for Flow Matching in Time-Series Generation

Receipt and verification

First computed	2026-07-05T11:10:12.559418Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8908e53b8917024654c5c080591a04158bd8a63eb2286cbda7c593275c8d6ea3

Aliases

arxiv: 2505.20446 · arxiv_version: 2505.20446v1 · doi: 10.48550/arxiv.2505.20446 · pith_short_12: REEOKO4JC4BE · pith_short_16: REEOKO4JC4BEMVGF · pith_short_8: REEOKO4J

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/REEOKO4JC4BEMVGFYCAFSGQECW \
  | 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: 8908e53b8917024654c5c080591a04158bd8a63eb2286cbda7c593275c8d6ea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6ddb217fe913f7a1294435f100ebb7c51398bb66fd7c12d71fdd02259a89ab97",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-26T18:39:04Z",
    "title_canon_sha256": "7287fe4dd020e43b88f546a1ce0322061e563833a03f767f2daaf727420e4083"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20446",
    "kind": "arxiv",
    "version": 1
  }
}