Pith Number

pith:NWKFONAM

pith:2021:NWKFONAMSCLMIJQB6YKL5S6THD

not attested not anchored not stored refs pending

Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling

Hongsheng Li, Jifeng Dai, Kunchang Li, Peng Gao, Renrui Zhang, Rongyao Fang, Wei Zhang, Yu Qiao

arxiv:2111.03930 v2 · 2021-11-06 · cs.CV · cs.CL

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NWKFONAMSCLMIJQB6YKL5S6THD}

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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

16 papers in Pith

Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

Timage: A Generative Text-in-Image Paradigm for Fine-Tuning Vision-Language Models

Parameter-Efficient Adapter Tuning for Tabular-Image Multimodal Learning

Geometry-Aware Distillation for Prompt Tuning Biomedical Vision-Language Models

On the Provable Importance of Gradients for Language-Assisted Image Clustering

Receipt and verification

First computed	2026-07-05T03:31:32.178954Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d9457340c9096c42601f614becbd338e3d8c314903f30828a127b80eb47d094

Aliases

arxiv: 2111.03930 · arxiv_version: 2111.03930v2 · doi: 10.48550/arxiv.2111.03930 · pith_short_12: NWKFONAMSCLM · pith_short_16: NWKFONAMSCLMIJQB · pith_short_8: NWKFONAM

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/NWKFONAMSCLMIJQB6YKL5S6THD \
  | 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: 6d9457340c9096c42601f614becbd338e3d8c314903f30828a127b80eb47d094

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1904dd367ca314021edca16bf0d9bb6b8bac1fbe4d6701e868f1b0568f665645",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-11-06T18:09:22Z",
    "title_canon_sha256": "eef69d27be97e093d9a649ad7c98e6dba97e25203d8d2d767a732f4a5a03487d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2111.03930",
    "kind": "arxiv",
    "version": 2
  }
}