Pith Number

pith:CUJPGM5I

pith:2023:CUJPGM5IWDWSCZG7WX7IDBL2AP

not attested not anchored not stored refs pending

Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone

Ao Ma, Chaojie Mao, Deli Zhao, Jingren Zhou, Yiliang Lv, Yujun Shen, Zeyinzi Jiang, Ziyuan Huang

arxiv:2310.19859 v1 · 2023-10-30 · 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{CUJPGM5IWDWSCZG7WX7IDBL2AP}

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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

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

Receipt and verification

First computed	2026-07-05T07:07:20.603723Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1512f333a8b0ed2164dfb5fe81857a03feb87c7eb0f1e74bad1f152db6aceae9

Aliases

arxiv: 2310.19859 · arxiv_version: 2310.19859v1 · doi: 10.48550/arxiv.2310.19859 · pith_short_12: CUJPGM5IWDWS · pith_short_16: CUJPGM5IWDWSCZG7 · pith_short_8: CUJPGM5I

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/CUJPGM5IWDWSCZG7WX7IDBL2AP \
  | 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: 1512f333a8b0ed2164dfb5fe81857a03feb87c7eb0f1e74bad1f152db6aceae9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cd59ecd26cd1c06797b597cfc2f7f69e52db5eece00aff15a9ae165858e50e00",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-10-30T17:58:19Z",
    "title_canon_sha256": "2173878212adb0fd3374ad3a57d5d774154f611e6230c941101b82deb870da9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.19859",
    "kind": "arxiv",
    "version": 1
  }
}