Pith Number

pith:3HKWMK26

pith:2021:3HKWMK26YKDT4FMRD4XOUJZCXM

not attested not anchored not stored refs pending

VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts

Guangnan Zhang, Longtian Qiu, Renrui Zhang, Yafeng Li, Zilu Guo, Ziyao Zeng, Ziyu Guo

arxiv:2112.02399 v3 · 2021-12-04 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3HKWMK26YKDT4FMRD4XOUJZCXM}

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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

Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP

Receipt and verification

First computed	2026-07-05T06:39:48.210576Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d9d5662b5ec2873e15911f2eea2722bb393670722e8320c8a06915680e9846ff

Aliases

arxiv: 2112.02399 · arxiv_version: 2112.02399v3 · doi: 10.48550/arxiv.2112.02399 · pith_short_12: 3HKWMK26YKDT · pith_short_16: 3HKWMK26YKDT4FMR · pith_short_8: 3HKWMK26

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/3HKWMK26YKDT4FMRD4XOUJZCXM \
  | 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: d9d5662b5ec2873e15911f2eea2722bb393670722e8320c8a06915680e9846ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f749b03cbe15f96b7a18b83faa1857749fcbc7b6c3d11a96144738452b3f80b6",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-12-04T18:34:24Z",
    "title_canon_sha256": "02bacf07a5869f71181df563ce1af7430f4387bcb8e3295d4df938e1d53d7ed4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.02399",
    "kind": "arxiv",
    "version": 3
  }
}