Pith Number

pith:KPJS6FRM

pith:2021:KPJS6FRMH3C23HSNIX3TMFUU7Z

not attested not anchored not stored refs pending

CSDI: Conditional Score-based Diffusion Models for Probabilistic Time Series Imputation

Jiaming Song, Stefano Ermon, Yang Song, Yusuke Tashiro

arxiv:2107.03502 v2 · 2021-07-07 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPJS6FRMH3C23HSNIX3TMFUU7Z}

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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

3 papers in Pith

Flow-PIN: A Two-Stage Power-Flow-Guided Method for System-Wide Multivariate Profile Inpainting in Distribution Networks

MR-ImagenTime: Multi-Resolution Time Series Generation through Dual Image Representations

Causal Diffusion Models for Counterfactual Outcome Distributions in Longitudinal Data

Receipt and verification

First computed	2026-07-05T03:26:19.208373Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53d32f162c3ec5ad9e4d45f7361694fe53ca6cceb75bf321603bcc8000903872

Aliases

arxiv: 2107.03502 · arxiv_version: 2107.03502v2 · doi: 10.48550/arxiv.2107.03502 · pith_short_12: KPJS6FRMH3C2 · pith_short_16: KPJS6FRMH3C23HSN · pith_short_8: KPJS6FRM

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/KPJS6FRMH3C23HSNIX3TMFUU7Z \
  | 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: 53d32f162c3ec5ad9e4d45f7361694fe53ca6cceb75bf321603bcc8000903872

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b782d03dbc0257a16ed0d752512e7455289f42c264c26923e565f1739b574ffb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-07T22:20:24Z",
    "title_canon_sha256": "846a3d3dae27d8237344d138d8777fd0b930394529f95950ccac2abd0e8e3226"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.03502",
    "kind": "arxiv",
    "version": 2
  }
}