Pith Number

pith:GU6O5DU6

pith:2025:GU6O5DU6WTJVPTSZ5OIVXOHOSQ

not attested not anchored not stored refs pending

Bayesian Principles Improve Prompt Learning In Vision-Language Models

Jongwoo Ko, Mijung Park, Mingyu Kim

arxiv:2504.14123 v1 · 2025-04-19 · cs.AI · cs.CL · cs.CV

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\usepackage{pith}
\pithnumber{GU6O5DU6WTJVPTSZ5OIVXOHOSQ}

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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

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Receipt and verification

First computed	2026-07-05T10:51:11.295199Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

353cee8e9eb4d357ce59eb915bb8ee94215020d38e36ab2ed2ac312146c78f63

Aliases

arxiv: 2504.14123 · arxiv_version: 2504.14123v1 · doi: 10.48550/arxiv.2504.14123 · pith_short_12: GU6O5DU6WTJV · pith_short_16: GU6O5DU6WTJVPTSZ · pith_short_8: GU6O5DU6

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/GU6O5DU6WTJVPTSZ5OIVXOHOSQ \
  | 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: 353cee8e9eb4d357ce59eb915bb8ee94215020d38e36ab2ed2ac312146c78f63

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0ce56668228397e430faaa3a0c0c0d87c5fcda638ddf6acfb73b7dde2db2e5fe",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-04-19T00:48:09Z",
    "title_canon_sha256": "8a423ace9c249acb14267631f090e4a5cae97c2e0c325e980a54bd17b662d990"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.14123",
    "kind": "arxiv",
    "version": 1
  }
}