Pith Number

pith:ZBSFJJDA

pith:2025:ZBSFJJDARVEVYOI6GUWSMC6BKD

not attested not anchored not stored refs pending

Towards Higher Effective Rank in Parameter-efficient Fine-tuning using Khatri--Rao Product

Anton van den Hengel, Ehsan Abbasnejad, Frederic Z. Zhang, Hemanth Saratchandran, Paul Albert

arxiv:2508.00230 v1 · 2025-08-01 · cs.LG · cs.CL · 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{ZBSFJJDARVEVYOI6GUWSMC6BKD}

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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

Mask the Target: A Plug-and-Play Regularizer Against LoRA Forgetting

Receipt and verification

First computed	2026-07-05T11:46:51.601351Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c86454a4608d495c391e352d260bc150d4a8cbc732a046627b45256f270ebec6

Aliases

arxiv: 2508.00230 · arxiv_version: 2508.00230v1 · doi: 10.48550/arxiv.2508.00230 · pith_short_12: ZBSFJJDARVEV · pith_short_16: ZBSFJJDARVEVYOI6 · pith_short_8: ZBSFJJDA

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/ZBSFJJDARVEVYOI6GUWSMC6BKD \
  | 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: c86454a4608d495c391e352d260bc150d4a8cbc732a046627b45256f270ebec6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa4d73a67a0fe8523bdbb9c119a00f8e68fb1a77301104ff3a891bbb60dc09ac",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-01T00:29:13Z",
    "title_canon_sha256": "038633df893c0306f576a0e2be01d5fc83ad2504e6da7bf4dc63195b287f3da3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00230",
    "kind": "arxiv",
    "version": 1
  }
}