Pith Number

pith:4YPFTJBS

pith:2020:4YPFTJBSD2FJZZ7SOE4CD33BZV

not attested not anchored not stored refs pending

A$^3$: Accelerating Attention Mechanisms in Neural Networks with Approximation

Deog-Kyoon Jeong, Jae W. Lee, Jung-Hun Park, Kyoung Park, Sanghee Lee, Seonghak Kim, Sung Jun Jung, Tae Jun Ham, Yeonhong Park, Yoonho Song, Young H. Oh

arxiv:2002.10941 v1 · 2020-02-22 · cs.DC · 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{4YPFTJBSD2FJZZ7SOE4CD33BZV}

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

Top-Theta Attention: Sparsifying Transformers by Compensated Thresholding

Receipt and verification

First computed	2026-07-05T00:47:29.555881Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e61e59a4321e8a9ce7f2713821ef61cd56c13082baabb6b19442018c8bc793ce

Aliases

arxiv: 2002.10941 · arxiv_version: 2002.10941v1 · doi: 10.48550/arxiv.2002.10941 · pith_short_12: 4YPFTJBSD2FJ · pith_short_16: 4YPFTJBSD2FJZZ7S · pith_short_8: 4YPFTJBS

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/4YPFTJBSD2FJZZ7SOE4CD33BZV \
  | 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: e61e59a4321e8a9ce7f2713821ef61cd56c13082baabb6b19442018c8bc793ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fdb52f73099fe07e5fe5cf5e0a464b473238cf535a50107ffa1f7fd70d3a5b81",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-02-22T02:09:21Z",
    "title_canon_sha256": "89d6152b3ffe08c220b5f012967796e0ae7443f201363f697c237c66e6b50aa9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2002.10941",
    "kind": "arxiv",
    "version": 1
  }
}