Pith Number

pith:VB7HI67L

pith:2025:VB7HI67LI36EI6UIY5PZDE2X5C

not attested not anchored not stored refs pending

GMAR: Gradient-Driven Multi-Head Attention Rollout for Vision Transformer Interpretability

Gangjae Jang, Haesol Park, Sehyeong Jo

arxiv:2504.19414 v1 · 2025-04-28 · 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{VB7HI67LI36EI6UIY5PZDE2X5C}

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

Modeling Day-Long ECG Signals to Predict Heart Failure Risk with Explainable AI

Receipt and verification

First computed	2026-07-05T10:54:56.729647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a87e747beb46fc447a88c75f919357e891c52dff19cec0db7e8a3e9d5c31145e

Aliases

arxiv: 2504.19414 · arxiv_version: 2504.19414v1 · doi: 10.48550/arxiv.2504.19414 · pith_short_12: VB7HI67LI36E · pith_short_16: VB7HI67LI36EI6UI · pith_short_8: VB7HI67L

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/VB7HI67LI36EI6UIY5PZDE2X5C \
  | 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: a87e747beb46fc447a88c75f919357e891c52dff19cec0db7e8a3e9d5c31145e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99f079ca8ee3082e4eef44385bfcb54c2af926727b299e6459ef1ae688ba36fb",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-04-28T01:58:39Z",
    "title_canon_sha256": "476f5a6f7625dabc96f8df655cb093ba3e2eda89b81d52bef45507114661798c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.19414",
    "kind": "arxiv",
    "version": 1
  }
}