Pith Number

pith:JTDV5LHI

pith:2025:JTDV5LHIX22OYI6VNCBWKBFZM3

not attested not anchored not stored refs pending

One-step Diffusion Models with $f$-Divergence Distribution Matching

Arash Vahdat, Weili Nie, Yilun Xu

arxiv:2502.15681 v2 · 2025-02-21 · cs.LG · cs.AI · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JTDV5LHIX22OYI6VNCBWKBFZM3}

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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

12 papers in Pith

Robust Diffusion Models via Divergence-Induced Weighted Denoising

CoDMD: Copula-aware Distribution Matching Distillation for Fast Video Generation

Data-Forcing Distillation: Restoring Diversity and Fidelity in Few-Step Video Generation

Accelerating Speculative Diffusions via Block Verification

Flash-WAM: Modality-Aware Distillation for World Action Models

Receipt and verification

First computed	2026-07-05T10:27:25.924303Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4cc75eace8beb4ec23d568836504b966c78dbb76ee9a66cb9121d28834e17b64

Aliases

arxiv: 2502.15681 · arxiv_version: 2502.15681v2 · doi: 10.48550/arxiv.2502.15681 · pith_short_12: JTDV5LHIX22O · pith_short_16: JTDV5LHIX22OYI6V · pith_short_8: JTDV5LHI

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/JTDV5LHIX22OYI6VNCBWKBFZM3 \
  | 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: 4cc75eace8beb4ec23d568836504b966c78dbb76ee9a66cb9121d28834e17b64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4af833bfcb8ed2ff869a1f8dd4627d10907f6842c8a78731b890e0d67fa2376d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-02-21T18:59:20Z",
    "title_canon_sha256": "235600ce26a6aefa8f2bee818a74ed5fa0438cc91ec824d4851a23074c87882d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15681",
    "kind": "arxiv",
    "version": 2
  }
}