Pith Number

pith:2SLRRC7R

pith:2022:2SLRRC7RIPPUYRYW3VAAKC6QG3

not attested not anchored not stored refs pending

CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment

Furu Wei, Haoyu Song, Li Dong, Ting Liu, Wei-Nan Zhang

arxiv:2203.07190 v1 · 2022-03-14 · cs.CV · cs.CL

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\usepackage{pith}
\pithnumber{2SLRRC7RIPPUYRYW3VAAKC6QG3}

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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

2 papers in Pith

Socratic Models: Composing Zero-Shot Multimodal Reasoning with Language

WRF4CIR: Weight-Regularized Fine-Tuning Network for Composed Image Retrieval

Receipt and verification

First computed	2026-07-05T04:05:00.499800Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d497188bf143df4c4716dd40050bd036c1cb8e313b1173a4cd69e118cfdb2c2a

Aliases

arxiv: 2203.07190 · arxiv_version: 2203.07190v1 · doi: 10.48550/arxiv.2203.07190 · pith_short_12: 2SLRRC7RIPPU · pith_short_16: 2SLRRC7RIPPUYRYW · pith_short_8: 2SLRRC7R

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/2SLRRC7RIPPUYRYW3VAAKC6QG3 \
  | 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: d497188bf143df4c4716dd40050bd036c1cb8e313b1173a4cd69e118cfdb2c2a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4990404bbcc9be1bdf53b4686ce7cee11639e8076f67b87d2f92727825742b3b",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-03-14T15:29:27Z",
    "title_canon_sha256": "00b8a4ed8b2dd97ff3328ee6dc516e39208f1f8ab76cf0d32c8d58dcdd1c8bf3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07190",
    "kind": "arxiv",
    "version": 1
  }
}