Pith Number

pith:G5FHCQ3U

pith:2025:G5FHCQ3UBJFQDXUT2OXA6Z42XW

not attested not anchored not stored refs pending

Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster

Fenghe Tang, S. Kevin Zhou, Wenxin Ma, Xiaodong Tao, Zhiyang He, Zihang Jiang

arxiv:2506.18034 v1 · 2025-06-22 · cs.CV · cs.AI · cs.MM

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G5FHCQ3UBJFQDXUT2OXA6Z42XW}

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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

DiffAttn: Diffusion-Based Drivers' Visual Attention Prediction with LLM-Enhanced Semantic Reasoning

Receipt and verification

First computed	2026-07-05T11:25:27.435680Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

374a7143740a4b01de93d3ae0f679abda17cdb9ef6fddbcf08b33a389d6dcf4d

Aliases

arxiv: 2506.18034 · arxiv_version: 2506.18034v1 · doi: 10.48550/arxiv.2506.18034 · pith_short_12: G5FHCQ3UBJFQ · pith_short_16: G5FHCQ3UBJFQDXUT · pith_short_8: G5FHCQ3U

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/G5FHCQ3UBJFQDXUT2OXA6Z42XW \
  | 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: 374a7143740a4b01de93d3ae0f679abda17cdb9ef6fddbcf08b33a389d6dcf4d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "17ec4b339ea4b5be749dde5c2c1ecf87d5b4809a9a0acb28711564d60d6a1f25",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-06-22T13:34:00Z",
    "title_canon_sha256": "0a2ce1902a37ac0778f35c83e6c311e4b85ba61934b9be81bc5ec99c4f49355a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.18034",
    "kind": "arxiv",
    "version": 1
  }
}