Pith Number

pith:272X56QO

pith:2026:272X56QOQ65AMGFQTI53J4TPCI

not attested not anchored not stored refs pending

Generative Drifting is Secretly Score Matching: a Spectral and Variational Perspective

Erkan Turan, Maks Ovsjanikov, Nicolas Dufour

arxiv:2603.09936 v2 · 2026-03-10 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{272X56QOQ65AMGFQTI53J4TPCI}

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

10 papers in Pith

On the Wasserstein Gradient Flow Interpretation of Drifting Models

Finite-Particle Convergence Rates for Conservative and Non-Conservative Drifting Models

One-Step Generative Modeling via Wasserstein Gradient Flows

Identifiability and Stability of Generative Drifting with Companion-Elliptic Kernel Families

DriftXpress: Faster Drifting Models via Projected RKHS Fields

Receipt and verification

First computed	2026-06-01T02:03:36.984140Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7f57efa0e87ba0618b09a3bb4f26f1217e081efcc22c83a121c363f97bdf6cd

Aliases

arxiv: 2603.09936 · arxiv_version: 2603.09936v2 · doi: 10.48550/arxiv.2603.09936 · pith_short_12: 272X56QOQ65A · pith_short_16: 272X56QOQ65AMGFQ · pith_short_8: 272X56QO

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/272X56QOQ65AMGFQTI53J4TPCI \
  | 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: d7f57efa0e87ba0618b09a3bb4f26f1217e081efcc22c83a121c363f97bdf6cd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53e987a388997dea697072d27b03bd9499d2884b216a255659a83d7d642baa1c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-03-10T17:30:35Z",
    "title_canon_sha256": "fa90a6ffb4c61780069239dd053c438bb085ca111d76da4efddbfac1987ad6cc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.09936",
    "kind": "arxiv",
    "version": 2
  }
}