Pith Number

pith:26UGG72W

pith:2026:26UGG72WULO7VNULTJUN5D6ONM

not attested not anchored not stored refs pending

Expert-Data Alignment Governs Generation Quality in Decentralized Diffusion Models

Bidhan Roy, Marcos Villagra, Raihan Seraj, Zhiying Jiang

arxiv:2602.02685 v3 · 2026-02-02 · 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{26UGG72WULO7VNULTJUN5D6ONM}

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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

Paris 2.0: A Decentralized Diffusion Model for Video Generation

Receipt and verification

First computed	2026-08-03T01:28:16.015517Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7a8637f56a2ddfab68b9a68de8fce6b1a244a3f5ba5633fb5f8e1c00a4a1f5f

Aliases

arxiv: 2602.02685 · arxiv_version: 2602.02685v3 · doi: 10.48550/arxiv.2602.02685 · pith_short_12: 26UGG72WULO7 · pith_short_16: 26UGG72WULO7VNUL · pith_short_8: 26UGG72W

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/26UGG72WULO7VNULTJUN5D6ONM \
  | 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: d7a8637f56a2ddfab68b9a68de8fce6b1a244a3f5ba5633fb5f8e1c00a4a1f5f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80a6adea3a8c8d5ec809e2593976423b62c1a19127393d7133e13653a930e824",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-02T19:03:14Z",
    "title_canon_sha256": "87b81e0e0a451dc46751c5727fee4c746609d915b51e1160cf26b607c13abecc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.02685",
    "kind": "arxiv",
    "version": 3
  }
}