Pith. sign in
Pith Number

pith:XF27YRKV

pith:2025:XF27YRKVAMB2KJDETEUYRJTOAF
not attested not anchored not stored refs pending

Multi-modal Mutual-Guidance Conditional Prompt Learning for Vision-Language Models

Hangzai Luo, Jianping Fan, Jinye Peng, Sheng Zhong, Shijun Yang, Wanqing Zhao, Xiang Zhang

arxiv:2507.08410 v1 · 2025-07-11 · cs.CV

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\usepackage{pith}
\pithnumber{XF27YRKVAMB2KJDETEUYRJTOAF}

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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.
Receipt and verification
First computed 2026-07-05T11:35:37.611365Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

b975fc45550303a52464992988a66e015498417ae81c0bc9de258129b9628160

Aliases

arxiv: 2507.08410 · arxiv_version: 2507.08410v1 · doi: 10.48550/arxiv.2507.08410 · pith_short_12: XF27YRKVAMB2 · pith_short_16: XF27YRKVAMB2KJDE · pith_short_8: XF27YRKV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/XF27YRKVAMB2KJDETEUYRJTOAF \
  | 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: b975fc45550303a52464992988a66e015498417ae81c0bc9de258129b9628160
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "13c4a1bb6ace7c203d64f4d05dcb986ce82e7c5b7f45fe84b771d0de840bc7d1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-07-11T08:45:27Z",
    "title_canon_sha256": "e527bee2c13ba43e78728a10738f6a6cbd514396088e8e20203e6652eaea8586"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.08410",
    "kind": "arxiv",
    "version": 1
  }
}