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Pith Number

pith:PXCPNLVF

pith:2023:PXCPNLVF24DW4FJCHDTGHCIL6Q
not attested not anchored not stored refs pending

Chain of Thought Prompt Tuning in Vision Language Models

Hongyin Luo, Jiaxin Ge, Jie Fu, Shanghang Zhang, Siyuan Qian, Yulu Gan

arxiv:2304.07919 v2 · 2023-04-16 · cs.CV · cs.AI

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\usepackage{pith}
\pithnumber{PXCPNLVF24DW4FJCHDTGHCIL6Q}

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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

6 papers in Pith

Receipt and verification
First computed 2026-07-05T06:21:31.278457Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

7dc4f6aea5d7076e152238e663890bf40b3d861ffa448a90122915079938e618

Aliases

arxiv: 2304.07919 · arxiv_version: 2304.07919v2 · doi: 10.48550/arxiv.2304.07919 · pith_short_12: PXCPNLVF24DW · pith_short_16: PXCPNLVF24DW4FJC · pith_short_8: PXCPNLVF
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/PXCPNLVF24DW4FJCHDTGHCIL6Q \
  | 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: 7dc4f6aea5d7076e152238e663890bf40b3d861ffa448a90122915079938e618
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "c612b62b63c06d850997ae78f4ed3926af18f2804fc29d43ee392ee6e3a9cae2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-04-16T23:59:25Z",
    "title_canon_sha256": "fa8ced7cd38cb04773e639c0d32775d4747e4a789a2dc51c23c1dd74f3dd5ba6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.07919",
    "kind": "arxiv",
    "version": 2
  }
}