Pith. sign in
Pith Number

pith:NQ7C5VQS

pith:2022:NQ7C5VQSCJILMA76KVJGDRTTOS
not attested not anchored not stored refs pending

Multitask Vision-Language Prompt Tuning

Bohan Zhai, Joseph E. Gonzalez, Kurt Keutzer, Sheng Shen, Shijia Yang, Tianjun Zhang, Trevor Darrell

arxiv:2211.11720 v3 · 2022-11-21 · cs.CV · cs.CL

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{NQ7C5VQSCJILMA76KVJGDRTTOS}

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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

Receipt and verification
First computed 2026-07-05T05:22:12.663236Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6c3e2ed6121250b603fe555261c67374925d50388b9d8b5347bf706abe03b0d7

Aliases

arxiv: 2211.11720 · arxiv_version: 2211.11720v3 · doi: 10.48550/arxiv.2211.11720 · pith_short_12: NQ7C5VQSCJIL · pith_short_16: NQ7C5VQSCJILMA76 · pith_short_8: NQ7C5VQS
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NQ7C5VQSCJILMA76KVJGDRTTOS \
  | 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: 6c3e2ed6121250b603fe555261c67374925d50388b9d8b5347bf706abe03b0d7
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5e8076b7c2f685e560a535cec0ada5f2ae4219be93ec67f371372255651155ad",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-21T18:41:44Z",
    "title_canon_sha256": "5e28547f3c01f1286288b26ba08f516c52feebfe63441892a645bc61e54a2ec1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.11720",
    "kind": "arxiv",
    "version": 3
  }
}