Pith Number

pith:W2Y3YRH6

pith:2024:W2Y3YRH6XYLDJETRZXHA5GN55U

not attested not anchored not stored refs pending

LayerNorm: A key component in parameter-efficient fine-tuning

Hualou Liang, Taha ValizadehAslani

arxiv:2403.20284 v1 · 2024-03-29 · cs.CL · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W2Y3YRH6XYLDJETRZXHA5GN55U}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Deepfake Detection that Generalizes Across Benchmarks

Robust Promptable Video Object Segmentation

Receipt and verification

First computed	2026-07-05T08:02:17.065330Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6b1bc44febe16349271cdce0e99bded3110828125b5e257a5b6de5c1860aeee

Aliases

arxiv: 2403.20284 · arxiv_version: 2403.20284v1 · doi: 10.48550/arxiv.2403.20284 · pith_short_12: W2Y3YRH6XYLD · pith_short_16: W2Y3YRH6XYLDJETR · pith_short_8: W2Y3YRH6

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/W2Y3YRH6XYLDJETRZXHA5GN55U \
  | 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: b6b1bc44febe16349271cdce0e99bded3110828125b5e257a5b6de5c1860aeee

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b87e8403e1ff2cb07f9906d2fe56df4cbff48bbd82813d0bb849fb5cb3749133",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-29T16:53:11Z",
    "title_canon_sha256": "759edd280b1cd92461cf8688cc5cc39acb637a9ad7330eadcb5693bb932dca80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.20284",
    "kind": "arxiv",
    "version": 1
  }
}