Pith Number

pith:57WPCSDM

pith:2024:57WPCSDMHA7LJQU5BSWNHP6LPU

not attested not anchored not stored refs pending

PILoRA: Prototype Guided Incremental LoRA for Federated Class-Incremental Learning

Cheng-Lin Liu, Fei Zhu, Haiyang Guo, Wenzhuo Liu, Xu-Yao Zhang

arxiv:2401.02094 v2 · 2024-01-04 · 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{57WPCSDMHA7LJQU5BSWNHP6LPU}

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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

Unleashing the Power of Continual Learning on Non-Centralized Devices: A Survey

Receipt and verification

First computed	2026-07-05T08:43:52.411757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efecf1486c383eb4c29d0cacd3bfcb7d3c44b1f68908162ae8ee1c94ea2f89be

Aliases

arxiv: 2401.02094 · arxiv_version: 2401.02094v2 · doi: 10.48550/arxiv.2401.02094 · pith_short_12: 57WPCSDMHA7L · pith_short_16: 57WPCSDMHA7LJQU5 · pith_short_8: 57WPCSDM

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/57WPCSDMHA7LJQU5BSWNHP6LPU \
  | 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: efecf1486c383eb4c29d0cacd3bfcb7d3c44b1f68908162ae8ee1c94ea2f89be

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f4c7fc69f669de7fef8707065815ca3360f043e8d648ee4b51e5e06ad72e31b2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-01-04T06:46:19Z",
    "title_canon_sha256": "7f0c66fdd6d3957dbcf3805924b4f9e3a128d9b5f5b15efa50e2b77727a1bed0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.02094",
    "kind": "arxiv",
    "version": 2
  }
}