Pith Number

pith:3ICSKRYL

pith:2023:3ICSKRYLHHMDYZN647GYC7PW4U

not attested not anchored not stored refs pending

KDEformer: Accelerating Transformers via Kernel Density Estimation

Amin Karbasi, Amir Zandieh, Insu Han, Majid Daliri

arxiv:2302.02451 v2 · 2023-02-05 · cs.LG · cs.CV · cs.DS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3ICSKRYLHHMDYZN647GYC7PW4U}

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	2026-07-05T06:26:00.573321Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da0525470b39d83c65bee7cd817df6e516e78ee17c9852d4b32280ddc8e3a52f

Aliases

arxiv: 2302.02451 · arxiv_version: 2302.02451v2 · doi: 10.48550/arxiv.2302.02451 · pith_short_12: 3ICSKRYLHHMD · pith_short_16: 3ICSKRYLHHMDYZN6 · pith_short_8: 3ICSKRYL

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/3ICSKRYLHHMDYZN647GYC7PW4U \
  | 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: da0525470b39d83c65bee7cd817df6e516e78ee17c9852d4b32280ddc8e3a52f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f25ea5e62131980a9fd548c189db40e25d6e388754a894c2f08425c88ef493b8",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.DS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-05T18:23:49Z",
    "title_canon_sha256": "eaec998d47c9e0de447064dac7eb8e40db169f449fae0bfae65385a050774350"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.02451",
    "kind": "arxiv",
    "version": 2
  }
}