Pith Number

pith:FVHZZ3YN

pith:2024:FVHZZ3YNBLD4YGBE74KGBTMSBW

not attested not anchored not stored refs pending

Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization

Kevin Lin, Lijuan Wang, Qiang Qiu, Ze Wang, Zhengyuan Yang, Zicheng Liu, Zichen Miao

arxiv:2410.03190 v3 · 2024-10-04 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FVHZZ3YNBLD4YGBE74KGBTMSBW}

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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

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models

Offline Preference Optimization for Rectified Flow with Noise-Tracked Pairs

D-OPSD: On-Policy Self-Distillation for Continuously Tuning Step-Distilled Diffusion Models

Receipt and verification

First computed	2026-07-05T10:22:51.558205Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2d4f9cef0d0ac7cc1824ff1460cd920d99f118a5b3349eaf6177f900a9fcecc8

Aliases

arxiv: 2410.03190 · arxiv_version: 2410.03190v3 · doi: 10.48550/arxiv.2410.03190 · pith_short_12: FVHZZ3YNBLD4 · pith_short_16: FVHZZ3YNBLD4YGBE · pith_short_8: FVHZZ3YN

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/FVHZZ3YNBLD4YGBE74KGBTMSBW \
  | 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: 2d4f9cef0d0ac7cc1824ff1460cd920d99f118a5b3349eaf6177f900a9fcecc8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ed6879c5fbe0d815b11cb4817c85033ffeb165bbd832f09382b3b8e52cefe3d4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-04T07:05:16Z",
    "title_canon_sha256": "4d11902b41da5f9c38383df8be4e0ff41a3ea0abfa1adb6a5af8d98f56cb8e88"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.03190",
    "kind": "arxiv",
    "version": 3
  }
}