Pith Number

pith:DVJYF5YV

pith:2024:DVJYF5YVSPMDQBGGYTFWWDROPG

not attested not anchored not stored refs pending

Unveiling the Hidden Structure of Self-Attention via Kernel Principal Component Analysis

Rachel S.Y. Teo, Tan M. Nguyen

arxiv:2406.13762 v2 · 2024-06-19 · cs.LG · cs.AI · cs.CL · cs.CV · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVJYF5YVSPMDQBGGYTFWWDROPG}

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

The Diffusion-Attention Connection

Receipt and verification

First computed	2026-07-05T09:28:52.042609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d5382f71593d83804c6c4cb6b0e2e79bae9dc571f24f609140882dbffcbc159

Aliases

arxiv: 2406.13762 · arxiv_version: 2406.13762v2 · doi: 10.48550/arxiv.2406.13762 · pith_short_12: DVJYF5YVSPMD · pith_short_16: DVJYF5YVSPMDQBGG · pith_short_8: DVJYF5YV

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/DVJYF5YVSPMDQBGGYTFWWDROPG \
  | 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: 1d5382f71593d83804c6c4cb6b0e2e79bae9dc571f24f609140882dbffcbc159

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9853bffc9f344a7754711a70426bf081a864afac050787a928e078de617157a9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-19T18:22:32Z",
    "title_canon_sha256": "562e191d7d732ce5708bfa441bc7ef436d171a7fce17b60cbb63b670d6ff3c1a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.13762",
    "kind": "arxiv",
    "version": 2
  }
}