Pith Number

pith:3M7YXHRJ

pith:2024:3M7YXHRJM4HQZYGDPQU5RFG3RN

not attested not anchored not stored refs pending

ANT: Adaptive Noise Schedule for Time Series Diffusion Models

Kibok Lee, Seunghan Lee, Taeyoung Park

arxiv:2410.14488 v1 · 2024-10-18 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3M7YXHRJM4HQZYGDPQU5RFG3RN}

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

Non-stationary Diffusion For Probabilistic Time Series Forecasting

Receipt and verification

First computed	2026-07-05T09:22:33.105369Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

db3f8b9e29670f0ce0c37c29d894db8b48cc9c1c4d47c58ba748e4a82e9536cd

Aliases

arxiv: 2410.14488 · arxiv_version: 2410.14488v1 · doi: 10.48550/arxiv.2410.14488 · pith_short_12: 3M7YXHRJM4HQ · pith_short_16: 3M7YXHRJM4HQZYGD · pith_short_8: 3M7YXHRJ

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/3M7YXHRJM4HQZYGDPQU5RFG3RN \
  | 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: db3f8b9e29670f0ce0c37c29d894db8b48cc9c1c4d47c58ba748e4a82e9536cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d5e31720d20cf165090dbd7c497abf7d12b7c5c20eec3139e48fba410e510dd4",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-18T14:16:54Z",
    "title_canon_sha256": "ae90c02089edc322e1932a4ff92c525bef00f9c83a88931b80e8fbe7a6d78352"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.14488",
    "kind": "arxiv",
    "version": 1
  }
}