Pith Number

pith:URBXS5DM

pith:2023:URBXS5DMS4GNSBUZVF46OABKCR

not attested not anchored not stored refs pending

Towards Efficient Visual Adaption via Structural Re-parameterization

Gen Luo, Guannan Jiang, Minglang Huang, Rongrong Ji, Xiaoshuai Sun, Yiyi Zhou, Zhiyu Wang

arxiv:2302.08106 v2 · 2023-02-16 · cs.CV

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\usepackage{pith}
\pithnumber{URBXS5DMS4GNSBUZVF46OABKCR}

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Record completeness

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2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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

5 papers in Pith

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

Where Do We (Not) Need Temporal Context in Low-Resource Video Task Adaptation?

PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Perspective

Prompt-Free and Efficient SAM2 Adaptation for Biomedical Semantic Segmentation via Dual Adapters

Visual prompting reimagined: The power of the Activation Prompts

Receipt and verification

First computed	2026-07-05T05:53:14.301335Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a44379746c970cd90699a979e7002a14655e44ec648cd7bc009a379def65f664

Aliases

arxiv: 2302.08106 · arxiv_version: 2302.08106v2 · doi: 10.48550/arxiv.2302.08106 · pith_short_12: URBXS5DMS4GN · pith_short_16: URBXS5DMS4GNSBUZ · pith_short_8: URBXS5DM

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/URBXS5DMS4GNSBUZVF46OABKCR \
  | 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: a44379746c970cd90699a979e7002a14655e44ec648cd7bc009a379def65f664

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f941586f89cc9b593ac01e765d1657a5d3d21d9530bff3d41d29956f330556a0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-02-16T06:14:15Z",
    "title_canon_sha256": "681b03187338bd08f9e2b116624567010ea47cd1749c7380c9316321398de341"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08106",
    "kind": "arxiv",
    "version": 2
  }
}