Pith Number

pith:PCALJPP7

pith:2024:PCALJPP7OJFQ62JMMPKPO2HB2L

not attested not anchored not stored refs pending

Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning

Dingkang Liang, Tianrui Feng, Xiang Bai, Xin Zhou, Yumeng Zhang, Zhikang Zou

arxiv:2410.08114 v2 · 2024-10-10 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PCALJPP7OJFQ62JMMPKPO2HB2L}

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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

2 papers in Pith

STS-Mixer: Spatio-Temporal-Spectral Mixer for 4D Point Cloud Video Understanding

LIDARLearn: A Unified Deep Learning Library for 3D Point Cloud Classification, Segmentation, and Self-Supervised Representation Learning

Receipt and verification

First computed	2026-07-05T11:43:57.702357Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7880b4bdff724b0f692c63d4f768e1d2c8064a30e5e6907f0343ce6ab6ba9d3e

Aliases

arxiv: 2410.08114 · arxiv_version: 2410.08114v2 · doi: 10.48550/arxiv.2410.08114 · pith_short_12: PCALJPP7OJFQ · pith_short_16: PCALJPP7OJFQ62JM · pith_short_8: PCALJPP7

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/PCALJPP7OJFQ62JMMPKPO2HB2L \
  | 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: 7880b4bdff724b0f692c63d4f768e1d2c8064a30e5e6907f0343ce6ab6ba9d3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31554af8feb005355b4825dd788eb201c6c10516a7d11f9fa5bc8e7df9d1a11b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-10T17:00:04Z",
    "title_canon_sha256": "dbaf5e29250d8468b6ec0316b49ca257cc51c707392d6f7aa6d02473aa028dbb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.08114",
    "kind": "arxiv",
    "version": 2
  }
}