Pith Number

pith:UB3O3KAW

pith:2025:UB3O3KAWJBOTEEA4HRF3ZMVDVC

not attested not anchored not stored refs pending

Continual Knowledge Consolidation LORA for Domain Incremental Learning

Ary Shiddiqi, Jimmy Cao, Mahardhika Pratama, Naeem Paeedeh, Ryszard Kowalczyk, Weiping Ding, Wolfgang Mayer

arxiv:2510.16077 v2 · 2025-10-17 · cs.LG · 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{UB3O3KAWJBOTEEA4HRF3ZMVDVC}

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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

Few-Shot Domain Incremental Learning via Continual Vision-Language Consolidation

Receipt and verification

First computed	2026-07-28T01:23:26.241216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a076eda816485d32101c3c4bbcb2a3a8ae10ca3ff4440960da5e24efb0f9b507

Aliases

arxiv: 2510.16077 · arxiv_version: 2510.16077v2 · doi: 10.48550/arxiv.2510.16077 · pith_short_12: UB3O3KAWJBOT · pith_short_16: UB3O3KAWJBOTEEA4 · pith_short_8: UB3O3KAW

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/UB3O3KAWJBOTEEA4HRF3ZMVDVC \
  | 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: a076eda816485d32101c3c4bbcb2a3a8ae10ca3ff4440960da5e24efb0f9b507

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee75ac0f7e133f2458e33f728331e305b3529f3520ce68a00ef04a02c4838227",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-10-17T11:16:08Z",
    "title_canon_sha256": "e319d4b5956f6c55033dc196445fae860bae1968e9d1a272d93e8676cb6f3088"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.16077",
    "kind": "arxiv",
    "version": 2
  }
}