Pith Number

pith:ST2WLR7E

pith:2024:ST2WLR7EIJNDAI2SG7M4AGXACY

not attested not anchored not stored refs pending

LAuReL: Learned Augmented Residual Layer

Gaurav Menghani, Ravi Kumar, Sanjiv Kumar

arxiv:2411.07501 v4 · 2024-11-12 · cs.LG · cs.AI · 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{ST2WLR7EIJNDAI2SG7M4AGXACY}

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

5 papers in Pith

Depth-Attention: Cross-Layer Value Mixing for Language Models

Attention Residuals

The Generalization Ridge: Information Flow in Natural Language Generation

Transformers with Selective Access to Early Representations

Receipt and verification

First computed	2026-07-05T11:26:01.615615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

94f565c7e4425a30235237d9c01ae0160ccc30874ee649ec9b33b02285a18e2f

Aliases

arxiv: 2411.07501 · arxiv_version: 2411.07501v4 · doi: 10.48550/arxiv.2411.07501 · pith_short_12: ST2WLR7EIJND · pith_short_16: ST2WLR7EIJNDAI2S · pith_short_8: ST2WLR7E

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/ST2WLR7EIJNDAI2SG7M4AGXACY \
  | 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: 94f565c7e4425a30235237d9c01ae0160ccc30874ee649ec9b33b02285a18e2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0df59a42f2feb5ed63d3d18922859aaf51d9250f16c061f74ee1a048d23768a7",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-12T02:57:15Z",
    "title_canon_sha256": "5e4a674482200cdd8e87e16b4abdebda28ddce2189be68148d6f4f843b455203"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.07501",
    "kind": "arxiv",
    "version": 4
  }
}