Pith Number

pith:MR5YV73M

pith:2025:MR5YV73MWR2LDRGWZQBLP3F2X6

not attested not anchored not stored refs pending

DPC: Dual-Prompt Collaboration for Tuning Vision-Language Models

Chao Wang, Guodong Long, Haoyang Li, Jing Jiang, Liang Wang, Yan Peng

arxiv:2503.13443 v1 · 2025-03-17 · cs.CV · cs.MM

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MR5YV73MWR2LDRGWZQBLP3F2X6}

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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

Generalizing vision-language models to novel domains: A comprehensive survey

Receipt and verification

First computed	2026-07-05T10:37:47.662851Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

647b8aff6cb474b1c4d6cc02b7ecbabfabadafc76fc0414d251e10d42566d407

Aliases

arxiv: 2503.13443 · arxiv_version: 2503.13443v1 · doi: 10.48550/arxiv.2503.13443 · pith_short_12: MR5YV73MWR2L · pith_short_16: MR5YV73MWR2LDRGW · pith_short_8: MR5YV73M

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/MR5YV73MWR2LDRGWZQBLP3F2X6 \
  | 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: 647b8aff6cb474b1c4d6cc02b7ecbabfabadafc76fc0414d251e10d42566d407

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8eb38bcde9216e5dab866c10819357731ac682af067a1c3966742f9fd91ce2e",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-17T17:59:27Z",
    "title_canon_sha256": "63b092c200c638b67fb4f0e7627cfc81af12469404c5ccbb15e1329ee2aa3fe0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.13443",
    "kind": "arxiv",
    "version": 1
  }
}