Pith Number

pith:W3PL5WW4

pith:2022:W3PL5WW4RCZQJREWTIJQBWHT4D

not attested not anchored not stored refs pending

Convolutional Bypasses Are Better Vision Transformer Adapters

Shibo Jie, Zhi-Hong Deng

arxiv:2207.07039 v3 · 2022-07-14 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W3PL5WW4RCZQJREWTIJQBWHT4D}

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

4 papers in Pith

Structured Hyperedge Adaptation for Parameter-Efficient Fine-Tuning of Vision Transformers

DroneFINE: Domain-Aware Parameter-Efficient Fine-Tuning of Vision-Language Detectors for Drone Images

Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

BGG: Bridging the Geometric Gap between Cross-View images by Vision Foundation Model Adaptation for Geo-Localization

Receipt and verification

First computed	2026-07-05T04:46:54.730120Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6debedadc88b304c4969a1300d8f3e0c2ef805aec0e0184e83d33c1ccc87acf

Aliases

arxiv: 2207.07039 · arxiv_version: 2207.07039v3 · doi: 10.48550/arxiv.2207.07039 · pith_short_12: W3PL5WW4RCZQ · pith_short_16: W3PL5WW4RCZQJREW · pith_short_8: W3PL5WW4

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/W3PL5WW4RCZQJREWTIJQBWHT4D \
  | 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: b6debedadc88b304c4969a1300d8f3e0c2ef805aec0e0184e83d33c1ccc87acf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b9ca5728a81fb53f83271426c6983a9f090edb3066038ae3c7492912dcff2ae4",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-07-14T16:32:28Z",
    "title_canon_sha256": "a3fc002d61c7a160b61784d995872b63a6e51939bfed42a91ee4c44561d44433"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.07039",
    "kind": "arxiv",
    "version": 3
  }
}