Pith Number

pith:CDVOLSSM

pith:2025:CDVOLSSMXMGMLZ75Y2JEXOC7JU

not attested not anchored not stored refs pending

Lipschitz-Guided Design of Interpolation Schedules in Generative Models

Eric Vanden-Eijnden, Jiawei Xu, Yifan Chen

arxiv:2509.01629 v3 · 2025-09-01 · stat.ML · cs.LG · cs.NA · math.NA

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDVOLSSMXMGMLZ75Y2JEXOC7JU}

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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

4 papers in Pith

Noise Schedule Design for Diffusion Models: An Optimal Control Perspective

Variational Optimality of F\"ollmer Processes in Generative Diffusions

On The Hidden Biases of Flow Matching Samplers

Geometry-Aware Discretization Error of Diffusion Models

Receipt and verification

First computed	2026-05-20T00:02:54.311281Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10eae5ca4cbb0cc5e7fdc6924bb85f4d281bc50f503944e692a18f9da7d30504

Aliases

arxiv: 2509.01629 · arxiv_version: 2509.01629v3 · doi: 10.48550/arxiv.2509.01629 · pith_short_12: CDVOLSSMXMGM · pith_short_16: CDVOLSSMXMGMLZ75 · pith_short_8: CDVOLSSM

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/CDVOLSSMXMGMLZ75Y2JEXOC7JU \
  | 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: 10eae5ca4cbb0cc5e7fdc6924bb85f4d281bc50f503944e692a18f9da7d30504

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60328a654d7908b74086ffd7622bacec6e307fe08e3cb524658328443aab7a4c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NA",
      "math.NA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-09-01T17:16:34Z",
    "title_canon_sha256": "b6db21b9a14d5835a0765957ad8c9f0f3553dd144989ec183b4b2a2e83deaddb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.01629",
    "kind": "arxiv",
    "version": 3
  }
}