Pith Number

pith:KMFTUXUW

pith:2025:KMFTUXUW6QUY52ILSMDKZNLMMT

not attested not anchored not stored refs pending

STAR: Stage-Wise Attention-Guided Token Reduction for Efficient Large Vision-Language Models Inference

Hanze Li, Jinhao You, Kai Tang, Xiande Huang, Yichen Guo, Zonghao Zhang

arxiv:2505.12359 v1 · 2025-05-18 · cs.LG · 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{KMFTUXUW6QUY52ILSMDKZNLMMT}

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	2026-07-05T11:05:03.010182Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

530b3a5e96f4298ee90b9306acb56c64d998bc521aadd2f8856441bff20885e9

Aliases

arxiv: 2505.12359 · arxiv_version: 2505.12359v1 · doi: 10.48550/arxiv.2505.12359 · pith_short_12: KMFTUXUW6QUY · pith_short_16: KMFTUXUW6QUY52IL · pith_short_8: KMFTUXUW

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/KMFTUXUW6QUY52ILSMDKZNLMMT \
  | 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: 530b3a5e96f4298ee90b9306acb56c64d998bc521aadd2f8856441bff20885e9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "988d76dfb2793cfd8f3d41541bb949843538888702ef10fab6d0e3fe33fa82b5",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-18T10:44:45Z",
    "title_canon_sha256": "3fe85867ab8d5e60d03401a2ee92369ca7a7f1188e14cf79d273f43b17def32b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12359",
    "kind": "arxiv",
    "version": 1
  }
}