Pith Number

pith:JNI2IS7I

pith:2024:JNI2IS7I5EV7SX56AA7QBP7SPK

not attested not anchored not stored refs pending

Provable Acceleration for Diffusion Models under Minimal Assumptions

Changxiao Cai, Gen Li

arxiv:2410.23285 v3 · 2024-10-30 · cs.LG · cs.AI · math.OC · 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{JNI2IS7I5EV7SX56AA7QBP7SPK}

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

Diffusion Models Adapt to Low-Dimensional Structure Under Flexible Coefficient Choices

Higher-order Diffusion Sampling via Chebyshev Interpolation and Gauss--Seidel Iterations

Receipt and verification

First computed	2026-07-05T10:20:17.350182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4b51a44be8e92bf95fbe003f00bff27aacf35c91c2a868e1c4c57fdee8402fe1

Aliases

arxiv: 2410.23285 · arxiv_version: 2410.23285v3 · doi: 10.48550/arxiv.2410.23285 · pith_short_12: JNI2IS7I5EV7 · pith_short_16: JNI2IS7I5EV7SX56 · pith_short_8: JNI2IS7I

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/JNI2IS7I5EV7SX56AA7QBP7SPK \
  | 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: 4b51a44be8e92bf95fbe003f00bff27aacf35c91c2a868e1c4c57fdee8402fe1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2778c66c84ca6ec93c97fa6952264e6a1dcc1c0f96383f5f7f09305982f68cd0",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-30T17:59:06Z",
    "title_canon_sha256": "8c9bfa489dbba535db5830b3bb47ccacdb0ba55f88e30dff12b6e5627ef2749c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.23285",
    "kind": "arxiv",
    "version": 3
  }
}