Pith Number

pith:POLKQ7PH

pith:2021:POLKQ7PHHWPUWDHJA4TZ6S2Y7R

not attested not anchored not stored refs pending

Rethinking Skip Connection with Layer Normalization in Transformers and ResNets

Fenglin Liu, Xuancheng Ren, Xu Sun, Yuexian Zou, Zhiyuan Zhang

arxiv:2105.07205 v1 · 2021-05-15 · 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{POLKQ7PHHWPUWDHJA4TZ6S2Y7R}

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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

Geometry Reinforced Efficient Attention Tuning Equipped with Normals for Robust Stereo Matching

Receipt and verification

First computed	2026-07-05T02:40:38.611750Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b96a87de73d9f4b0ce907279f4b58fc5173d0a4fab807f69a2d537cf86d97e1

Aliases

arxiv: 2105.07205 · arxiv_version: 2105.07205v1 · doi: 10.48550/arxiv.2105.07205 · pith_short_12: POLKQ7PHHWPU · pith_short_16: POLKQ7PHHWPUWDHJ · pith_short_8: POLKQ7PH

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/POLKQ7PHHWPUWDHJA4TZ6S2Y7R \
  | 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: 7b96a87de73d9f4b0ce907279f4b58fc5173d0a4fab807f69a2d537cf86d97e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9931505c974c73ad09800be21d25c31243ffce67dd196d2c7bbdc5a0a3641475",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-15T11:44:49Z",
    "title_canon_sha256": "9439bd63b289337ae9ad68c6b3002e7eea8a4d6090f010b9dafe9af0c4b7b297"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.07205",
    "kind": "arxiv",
    "version": 1
  }
}