Pith Number

pith:377Y7XWX

pith:2024:377Y7XWXOGOKOIRKPSTHOJW35C

not attested not anchored not stored refs pending

5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks

Bin Li, Dongshuo Yin, Leiyi Hu, Xue Yang, Youqun Zhang

arxiv:2408.08345 v2 · 2024-08-15 · 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{377Y7XWXOGOKOIRKPSTHOJW35C}

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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

Adapting Vision-Language Foundation Model for Next Generation Medical Ultrasound Image Analysis

Receipt and verification

First computed	2026-07-05T08:59:32.534535Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfff8fded7719ca7222a7ca67726dbe8b08fb00085dc1412497d6c2376813b19

Aliases

arxiv: 2408.08345 · arxiv_version: 2408.08345v2 · doi: 10.48550/arxiv.2408.08345 · pith_short_12: 377Y7XWXOGOK · pith_short_16: 377Y7XWXOGOKOIRK · pith_short_8: 377Y7XWX

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/377Y7XWXOGOKOIRKPSTHOJW35C \
  | 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: dfff8fded7719ca7222a7ca67726dbe8b08fb00085dc1412497d6c2376813b19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2f9d14ef8d93bb66bf6fd18355ff6c11653772bdf0cd9ca25be37d88773f01b7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-08-15T17:58:10Z",
    "title_canon_sha256": "38e64e3dffa10b7c7d490ef23267f59265c8d9ec6bd6f34bd1aad6c2d1cda5a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.08345",
    "kind": "arxiv",
    "version": 2
  }
}