Pith Number

pith:3GVCOX27

pith:2026:3GVCOX27DPHSB4V5GYGAMZJBB4

not attested not anchored not stored refs pending

MMA-Former: Multi-Window Mixture-of-Head Attention Transformer for Adaptive PNI Prediction in 3D MRI

Hyuk-jae Lee, Hyunsu Go, Induk Um, Jaewon Jung, Junga Kim, Ken Ying-Kai Liao, Kyeonghun Kim, Nam-Joon Kim, Pa Hong, Won Jae Lee, Woo Kyoung Jeong, Youngung Han

arxiv:2607.10988 v1 · 2026-07-13 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3GVCOX27DPHSB4V5GYGAMZJBB4}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-14T01:21:51.158218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9aa275f5f1bcf20f2bd360c0665210f0f07cdd259c26a45485aaf47ba5b24bc

Aliases

arxiv: 2607.10988 · arxiv_version: 2607.10988v1 · doi: 10.48550/arxiv.2607.10988 · pith_short_12: 3GVCOX27DPHS · pith_short_16: 3GVCOX27DPHSB4V5 · pith_short_8: 3GVCOX27

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/3GVCOX27DPHSB4V5GYGAMZJBB4 \
  | 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: d9aa275f5f1bcf20f2bd360c0665210f0f07cdd259c26a45485aaf47ba5b24bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9a5ab09f81e5b78fa89d63a3cfeca1ea319f08d89ac2c3524b6230cfc1cf1c5a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-13T01:22:16Z",
    "title_canon_sha256": "bbef6cb940ba46b7aebe530ea2c8d5a40eec21b65e039b0516a05c3b54687d0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10988",
    "kind": "arxiv",
    "version": 1
  }
}