Pith Number

pith:OZXZT3QI

pith:2024:OZXZT3QI7JBHMTF3MSXCMKZAS3

not attested not anchored not stored refs pending

Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning

Alessio Devoto, Federico Alvetreti, Jary Pomponi, Paolo Di Lorenzo, Pasquale Minervini, Simone Scardapane

arxiv:2408.08670 v1 · 2024-08-16 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OZXZT3QI7JBHMTF3MSXCMKZAS3}

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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

Responses Fall Short of Understanding: Revealing the Gap between Internal Representations and Responses in Visual Document Understanding

Receipt and verification

First computed	2026-07-05T08:56:07.577188Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

766f99ee08fa42764cbb64ae262b2096da9a604d176f6d9031b36a7e8b7803cc

Aliases

arxiv: 2408.08670 · arxiv_version: 2408.08670v1 · doi: 10.48550/arxiv.2408.08670 · pith_short_12: OZXZT3QI7JBH · pith_short_16: OZXZT3QI7JBHMTF3 · pith_short_8: OZXZT3QI

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/OZXZT3QI7JBHMTF3MSXCMKZAS3 \
  | 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: 766f99ee08fa42764cbb64ae262b2096da9a604d176f6d9031b36a7e8b7803cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "013c824e6fd78ebdd98477c9d29afe82a21ce2340acadb54fe4d93028ae07b8c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-16T11:27:52Z",
    "title_canon_sha256": "71b886d5db472e19bcd95108a19a6ec96193cd30a4c90537fb94af8b1ae24681"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08670",
    "kind": "arxiv",
    "version": 1
  }
}