Pith Number

pith:Z6ZNOE7S

pith:2025:Z6ZNOE7SRDMRX5WCXQASFQRYF3

not attested not anchored not stored refs pending

LIRA: Inferring Segmentation in Large Multi-modal Models with Local Interleaved Region Assistance

Biao Yang, Liang Yin, Linger Deng, Qiang Liu, Shuo Zhang, Xiang Bai, Yabo Sun, Yuliang Liu, Zhang Li, Zhiyin Ma

arxiv:2507.06272 v3 · 2025-07-08 · 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{Z6ZNOE7SRDMRX5WCXQASFQRYF3}

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

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models

Receipt and verification

First computed	2026-07-05T11:51:31.673244Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cfb2d713f288d91bf6c2bc0122c2382ef93f86a18031035918aabcbec7c8c9af

Aliases

arxiv: 2507.06272 · arxiv_version: 2507.06272v3 · doi: 10.48550/arxiv.2507.06272 · pith_short_12: Z6ZNOE7SRDMR · pith_short_16: Z6ZNOE7SRDMRX5WC · pith_short_8: Z6ZNOE7S

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/Z6ZNOE7SRDMRX5WCXQASFQRYF3 \
  | 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: cfb2d713f288d91bf6c2bc0122c2382ef93f86a18031035918aabcbec7c8c9af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4ee87a4e8ff8ff69810666f106750581c653aa982babe92b14176cdee6b0684",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-08T07:46:26Z",
    "title_canon_sha256": "d5e6ba59b5542a7f80933266882416f7b11c0feab9b8a6781ff684666c1dfc4d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.06272",
    "kind": "arxiv",
    "version": 3
  }
}