Pith Number

pith:N6LD7VCK

pith:2023:N6LD7VCKMELLX3TINBE2MJURYY

not attested not anchored not stored refs pending

Consistency-guided Prompt Learning for Vision-Language Models

Ali Etemad, Shuvendu Roy

arxiv:2306.01195 v4 · 2023-06-01 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N6LD7VCKMELLX3TINBE2MJURYY}

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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

3 papers in Pith

5% > 100%: Flatness Preference is All You Need for Multimodal Parameter-Efficient Fine-Tuning

Variational Adapter for Cross-modal Similarity Representation

Gram-Anchored Prompt Learning for Vision-Language Models via Second-Order Statistics

Receipt and verification

First computed	2026-07-05T08:51:42.048200Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6f963fd44a6116bbee686849a62691c62b3bcb181ee02218c3f9491649f6dfcb

Aliases

arxiv: 2306.01195 · arxiv_version: 2306.01195v4 · doi: 10.48550/arxiv.2306.01195 · pith_short_12: N6LD7VCKMELL · pith_short_16: N6LD7VCKMELLX3TI · pith_short_8: N6LD7VCK

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/N6LD7VCKMELLX3TINBE2MJURYY \
  | 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: 6f963fd44a6116bbee686849a62691c62b3bcb181ee02218c3f9491649f6dfcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c448a91a4f579ee6a647cb4c02cc030c86bb4b7ee765924c64842ca45501935b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-06-01T23:20:47Z",
    "title_canon_sha256": "bbea49795d07c1dc712a1acbc3f65c2d396c4f6441f49d5576c9345919796659"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01195",
    "kind": "arxiv",
    "version": 4
  }
}