Pith Number

pith:MV6E5VRA

pith:2024:MV6E5VRAGAB5VPZVJYUDMVAW4A

not attested not anchored not stored refs pending

SEP: Self-Enhanced Prompt Tuning for Visual-Language Model

Changsheng Xu, Hantao Yao, Lu Yu, Rui Zhang, Yongdong Zhang

arxiv:2405.15549 v3 · 2024-05-24 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MV6E5VRAGAB5VPZVJYUDMVAW4A}

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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

Integrated Structural Prompt Learning for Vision-Language Models

Receipt and verification

First computed	2026-07-05T09:39:06.620042Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

657c4ed6203003dabf354e28365416e013bcf09e4532f284b8240f96f2b12f8e

Aliases

arxiv: 2405.15549 · arxiv_version: 2405.15549v3 · doi: 10.48550/arxiv.2405.15549 · pith_short_12: MV6E5VRAGAB5 · pith_short_16: MV6E5VRAGAB5VPZV · pith_short_8: MV6E5VRA

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/MV6E5VRAGAB5VPZVJYUDMVAW4A \
  | 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: 657c4ed6203003dabf354e28365416e013bcf09e4532f284b8240f96f2b12f8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f558a29bcf7ebf22dfa687c18ecc854e1365b8e1e55aaf32a23417cad61dc27d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-05-24T13:35:56Z",
    "title_canon_sha256": "d5669c77b4ea1cc804109f61d966fcda6a9a0f155396b5e05bc7b4f2042c2d1c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15549",
    "kind": "arxiv",
    "version": 3
  }
}