Pith Number

pith:ZBOFHCM3

pith:2024:ZBOFHCM3M6GC3AXSO2NFXVUALM

not attested not anchored not stored refs pending

David and Goliath: Small One-step Model Beats Large Diffusion with Score Post-training

Colin Zhang, Debing Zhang, Weijian Luo, Zhengyang Geng

arxiv:2410.20898 v3 · 2024-10-28 · cs.CV · cs.AI · cs.LG · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZBOFHCM3M6GC3AXSO2NFXVUALM}

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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

1 paper in Pith

Unbiased Diffusion Variational Inversion via Principled Posterior Matching

Receipt and verification

First computed	2026-07-05T11:16:30.241464Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c85c53899b678c2d82f2769a5bd6805b215f9b01e3cf7f154d02baa74cc943b8

Aliases

arxiv: 2410.20898 · arxiv_version: 2410.20898v3 · doi: 10.48550/arxiv.2410.20898 · pith_short_12: ZBOFHCM3M6GC · pith_short_16: ZBOFHCM3M6GC3AXS · pith_short_8: ZBOFHCM3

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/ZBOFHCM3M6GC3AXSO2NFXVUALM \
  | 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: c85c53899b678c2d82f2769a5bd6805b215f9b01e3cf7f154d02baa74cc943b8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "507b6fa610cd55c2b9fb791d9a9f50b3082ecf69e5463fb1eb3dde3ecde9f9cf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-28T10:26:19Z",
    "title_canon_sha256": "9c3d1b8b770302ca88be18e97921ad1d38dbe0006ecbfbf52c49c6add27795ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.20898",
    "kind": "arxiv",
    "version": 3
  }
}