Pith Number

pith:O2HVFRRG

pith:2024:O2HVFRRGRZ6CJSRBAVZUZFFOB6

not attested not anchored not stored refs pending

MG-TSD: Multi-Granularity Time Series Diffusion Models with Guided Learning Process

Chang Xu, Jiang Bian, Weiqing Liu, Xinyao Fan, Yueying Wu, Yuhao Huang

arxiv:2403.05751 v2 · 2024-03-09 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O2HVFRRGRZ6CJSRBAVZUZFFOB6}

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

Diffusion Models for Time Series Forecasting: A Survey

Receipt and verification

First computed	2026-07-05T07:57:01.115020Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

768f52c6268e7c24ca2105734c94ae0f83dd73c50e7749e789b0aa5a134ab644

Aliases

arxiv: 2403.05751 · arxiv_version: 2403.05751v2 · doi: 10.48550/arxiv.2403.05751 · pith_short_12: O2HVFRRGRZ6C · pith_short_16: O2HVFRRGRZ6CJSRB · pith_short_8: O2HVFRRG

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/O2HVFRRGRZ6CJSRBAVZUZFFOB6 \
  | 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: 768f52c6268e7c24ca2105734c94ae0f83dd73c50e7749e789b0aa5a134ab644

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87b39ed3e0186cf30eb59d523862ba1170775b9104edec09cf483d77f98ac781",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-09T01:15:03Z",
    "title_canon_sha256": "d8d9ee6d329f37afed26bb3500d40352c1b0b0a7571fda03f1dff320a824ca5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.05751",
    "kind": "arxiv",
    "version": 2
  }
}