Pith Number

pith:B2D5QZK6

pith:2025:B2D5QZK6LAMSMANMHEEEXBUGJ3

not attested not anchored not stored refs pending

Hierarchical and Step-Layer-Wise Tuning of Attention Specialty for Multi-Instance Synthesis in Diffusion Transformers

Chunyang Zhang, Daoyi Dong, Dong Gong, Huadong Mo, Junyan Wang, Yu Zhang, Zhenhong Sun, Zhicheng Zhang

arxiv:2504.10148 v2 · 2025-04-14 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B2D5QZK6LAMSMANMHEEEXBUGJ3}

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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.

Receipt and verification

First computed	2026-07-05T10:51:36.744970Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0e87d8655e58192601ac39084b86864ec9ad5d5a95949c3d6594e5270f831ed4

Aliases

arxiv: 2504.10148 · arxiv_version: 2504.10148v2 · doi: 10.48550/arxiv.2504.10148 · pith_short_12: B2D5QZK6LAMS · pith_short_16: B2D5QZK6LAMSMANM · pith_short_8: B2D5QZK6

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/B2D5QZK6LAMSMANMHEEEXBUGJ3 \
  | 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: 0e87d8655e58192601ac39084b86864ec9ad5d5a95949c3d6594e5270f831ed4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28a420feed63777fe163c2e0245db0afa0e87292262addc3d2777510b1779fb4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-14T11:59:58Z",
    "title_canon_sha256": "b3f117a73deebdba3b0ef8a44ece2168e50cd26e8d9b02328c60d630aa29ad21"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10148",
    "kind": "arxiv",
    "version": 2
  }
}