Pith Number

pith:4AGKOU6H

pith:2022:4AGKOU6HEROVDXWI3EQOJYHJ2I

not attested not anchored not stored refs pending

Unified Normalization for Accelerating and Stabilizing Transformers

Chaoxiang Lan, Jun Xiao, Kai Zhang, Qiming Yang, Shiliang Pu, Wenming Tan, Zheyang Li, Zhi Yang

arxiv:2208.01313 v1 · 2022-08-02 · cs.CV · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4AGKOU6HEROVDXWI3EQOJYHJ2I}

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

1 paper in Pith

H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Receipt and verification

First computed	2026-07-05T04:45:32.183249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e00ca753c7245d51dec8d920e4e0e9d23424ddf80c4bb3bbc21228c6c0b754b1

Aliases

arxiv: 2208.01313 · arxiv_version: 2208.01313v1 · doi: 10.48550/arxiv.2208.01313 · pith_short_12: 4AGKOU6HEROV · pith_short_16: 4AGKOU6HEROVDXWI · pith_short_8: 4AGKOU6H

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/4AGKOU6HEROVDXWI3EQOJYHJ2I \
  | 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: e00ca753c7245d51dec8d920e4e0e9d23424ddf80c4bb3bbc21228c6c0b754b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eae9d7822fc5b8c8b6a2854991fd12d75889b17d65203af36b1f15567d6aa57c",
    "cross_cats_sorted": [
      "cs.MM"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-08-02T08:41:31Z",
    "title_canon_sha256": "a3e90eaf71f64e795290074083c80fed2045032ce27eb763480737ed1cba8976"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.01313",
    "kind": "arxiv",
    "version": 1
  }
}