Pith Number

pith:UTQXRV6X

pith:2025:UTQXRV6X46LUFU2W3GKLE563BI

not attested not anchored not stored refs pending

PARIC: Probabilistic Attention Regularization for Language Guided Image Classification from Pre-trained Vison Language Models

Ida-Maria Sintorn, Kristiana Stefa, Li Ju, Mayank Nautiyal, Prashant Singh, Stela Arranz Gheorghe

arxiv:2503.11360 v1 · 2025-03-14 · cs.CV · cs.AI · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UTQXRV6X46LUFU2W3GKLE563BI}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

CAMAL: Improving Attention Alignment and Faithfulness with Segmentation Masks

Receipt and verification

First computed	2026-07-05T10:31:29.758104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4e178d7d7e79742d356d994b277db0a07451a1d7dae36003a1ec95a139f094a

Aliases

arxiv: 2503.11360 · arxiv_version: 2503.11360v1 · doi: 10.48550/arxiv.2503.11360 · pith_short_12: UTQXRV6X46LU · pith_short_16: UTQXRV6X46LUFU2W · pith_short_8: UTQXRV6X

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/UTQXRV6X46LUFU2W3GKLE563BI \
  | 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: a4e178d7d7e79742d356d994b277db0a07451a1d7dae36003a1ec95a139f094a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d0f7a0f596e4e0fb0fc59f4be28ffca84dc4a441e93cf67fd7a9bbbb74f6cc0f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-03-14T12:53:37Z",
    "title_canon_sha256": "bf632b1c1482aa0c9a03b6f8926b097a3b09ceab99a3f441230027ad98c3b596"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.11360",
    "kind": "arxiv",
    "version": 1
  }
}