Pith Number

pith:JULV62LE

pith:2023:JULV62LEMTXMT4F7UDNSFGBRFN

not attested not anchored not stored refs pending

The Hidden Linear Structure in Score-Based Models and its Application

Binxu Wang, John J. Vastola

arxiv:2311.10892 v1 · 2023-11-17 · cs.AI · cs.LG · cs.NA · cs.NE · math.NA · stat.CO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JULV62LEMTXMT4F7UDNSFGBRFN}

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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

6 papers in Pith

Diffusion Models, Denoiser Architecture and Creativity

From Score Matching to Diffusion: A Fine-Grained Error Analysis in the Gaussian Setting

Toward Theoretical Insights into Diffusion Trajectory Distillation via Operator Merging

Diffusion Models, Denoiser Architecture and Creativity

Geometry-Aware Discretization Error of Diffusion Models

Receipt and verification

First computed	2026-07-05T08:00:28.401990Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d175f696464eec9f0bfa0db2298312b41c542312aa3648ba0453a7c10a248d3

Aliases

arxiv: 2311.10892 · arxiv_version: 2311.10892v1 · doi: 10.48550/arxiv.2311.10892 · pith_short_12: JULV62LEMTXM · pith_short_16: JULV62LEMTXMT4F7 · pith_short_8: JULV62LE

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/JULV62LEMTXMT4F7UDNSFGBRFN \
  | 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: 4d175f696464eec9f0bfa0db2298312b41c542312aa3648ba0453a7c10a248d3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21fbfa19c0d0ffd76ff336e9f2c6538a418dbf47619eeab213dbcdc237737525",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "cs.NE",
      "math.NA",
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-11-17T22:25:07Z",
    "title_canon_sha256": "7e2c2a86e0188eb90e5596db6e3910ff8811304c4c7174efbd166dd1f32d7698"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2311.10892",
    "kind": "arxiv",
    "version": 1
  }
}