Pith Number

pith:VHZIJ4XY

pith:2025:VHZIJ4XY4VXRUOLFUDY3WIJK76

not attested not anchored not stored refs pending

Rectifying Magnitude Neglect in Linear Attention

Huaibo Huang, Qihang Fan, Ran He, Yuang Ai

arxiv:2507.00698 v3 · 2025-07-01 · 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{VHZIJ4XY4VXRUOLFUDY3WIJK76}

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.

Cited by

1 paper in Pith

Norm$\times$Direction: Restoring the Missing Query Norm in Vision Linear Attention

Receipt and verification

First computed	2026-07-05T11:47:25.386490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9f284f2f8e56f1a3965a0f1bb212affbcba07e2836cc74761019fcd591a3bcb

Aliases

arxiv: 2507.00698 · arxiv_version: 2507.00698v3 · doi: 10.48550/arxiv.2507.00698 · pith_short_12: VHZIJ4XY4VXR · pith_short_16: VHZIJ4XY4VXRUOLF · pith_short_8: VHZIJ4XY

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/VHZIJ4XY4VXRUOLFUDY3WIJK76 \
  | 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: a9f284f2f8e56f1a3965a0f1bb212affbcba07e2836cc74761019fcd591a3bcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16f286b9bc622cbda0e4d8d81e0697df8278e0c0868cfbe65b35895248f16241",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-01T11:49:05Z",
    "title_canon_sha256": "5c39d428c35922cb6d449811f369a773e1b216dd4c1c2a93ff185943ad03f08e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.00698",
    "kind": "arxiv",
    "version": 3
  }
}