Pith Number

pith:F6SVHGEP

pith:2024:F6SVHGEPFUGZ2USARYN4JM4YCV

not attested not anchored not stored refs pending

Pre-trained Vision-Language Models Learn Discoverable Visual Concepts

Chen Sun, Hao Tan, Tian Yun, Trung Bui, Yuan Zang

arxiv:2404.12652 v2 · 2024-04-19 · cs.CV · cs.AI · cs.CL · cs.LG

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\usepackage{pith}
\pithnumber{F6SVHGEPFUGZ2USARYN4JM4YCV}

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Record completeness

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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

Does VLM Classification Benefit from LLM Description Semantics?

Receipt and verification

First computed	2026-07-05T10:00:36.161161Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2fa553988f2d0d9d52408e1bc4b3981554021fbfb737cba1137643ae7dc98178

Aliases

arxiv: 2404.12652 · arxiv_version: 2404.12652v2 · doi: 10.48550/arxiv.2404.12652 · pith_short_12: F6SVHGEPFUGZ · pith_short_16: F6SVHGEPFUGZ2USA · pith_short_8: F6SVHGEP

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/F6SVHGEPFUGZ2USARYN4JM4YCV \
  | 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: 2fa553988f2d0d9d52408e1bc4b3981554021fbfb737cba1137643ae7dc98178

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20c2fb17bad2bf17d5300f11db569a4648edca51b0eb96968a63f57652838e47",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-04-19T06:41:32Z",
    "title_canon_sha256": "03532a2771bd67e0e294c978a7a8931501997ef48494e19b54cc9851121e4b8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.12652",
    "kind": "arxiv",
    "version": 2
  }
}