Pith Number

pith:YRBYYX2J

pith:2025:YRBYYX2JIB3NXEISEEYPXH2FVI

not attested not anchored not stored refs pending

Accelerated Diffusion Models via Speculative Sampling

Alexandre Galashov, Arnaud Doucet, Arthur Gretton, Valentin De Bortoli

arxiv:2501.05370 v2 · 2025-01-09 · cs.LG · 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{YRBYYX2JIB3NXEISEEYPXH2FVI}

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

2 papers in Pith

Lipschitz-Guided Design of Interpolation Schedules in Generative Models

Realtime-VLA FLASH: Speculative Inference Framework for Diffusion-based VLAs

Receipt and verification

First computed	2026-07-05T11:32:23.003326Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4438c5f494076db91122130fb9f45aa284759e40c00e2fbed2f08aaf3d83d44

Aliases

arxiv: 2501.05370 · arxiv_version: 2501.05370v2 · doi: 10.48550/arxiv.2501.05370 · pith_short_12: YRBYYX2JIB3N · pith_short_16: YRBYYX2JIB3NXEIS · pith_short_8: YRBYYX2J

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/YRBYYX2JIB3NXEISEEYPXH2FVI \
  | 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: c4438c5f494076db91122130fb9f45aa284759e40c00e2fbed2f08aaf3d83d44

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e910fdaa8aeedaa2afc9991900a20bba9826d10bb165f9b668de62f59f2d36ef",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-09T16:50:16Z",
    "title_canon_sha256": "35bb74bdcbd60c6557f580c53fdb2ad58f1f567b73bc8dcb752db6c9b414403f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.05370",
    "kind": "arxiv",
    "version": 2
  }
}