Pith Number

pith:REIIM6M6

pith:2024:REIIM6M6VIQBOQLT7KR7F37SKE

not attested not anchored not stored refs pending

Score-based Diffusion Models via Stochastic Differential Equations -- a Technical Tutorial

Hanyang Zhao, Wenpin Tang

arxiv:2402.07487 v3 · 2024-02-12 · cs.LG · math.HO

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\usepackage{pith}
\pithnumber{REIIM6M6VIQBOQLT7KR7F37SKE}

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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

2 papers in Pith

Diffusion Model for Manifold Data: Score Decomposition, Curvature, and Statistical Complexity

A Unified Measure-Theoretic View of Diffusion, Score-Based, and Flow Matching Generative Models

Receipt and verification

First computed	2026-07-05T11:32:14.438687Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

891086799eaa20174173faa3f2eff2510332c3c8db5b3392d1e7019cef5d4420

Aliases

arxiv: 2402.07487 · arxiv_version: 2402.07487v3 · doi: 10.48550/arxiv.2402.07487 · pith_short_12: REIIM6M6VIQB · pith_short_16: REIIM6M6VIQBOQLT · pith_short_8: REIIM6M6

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/REIIM6M6VIQBOQLT7KR7F37SKE \
  | 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: 891086799eaa20174173faa3f2eff2510332c3c8db5b3392d1e7019cef5d4420

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "78deff7f3ef770a6dccd320a07eb02e3966afb98b15e0a066576e36f2d7bcd12",
    "cross_cats_sorted": [
      "math.HO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-12T08:52:35Z",
    "title_canon_sha256": "cc9884883734f3b1dec481cec9ea21320c0d785e422e589064fc6664eb9571ea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.07487",
    "kind": "arxiv",
    "version": 3
  }
}