Pith Number

pith:DFWWT5O6

pith:2023:DFWWT5O647HFT32NQUQRSLDEY2

not attested not anchored not stored refs pending

Centered Self-Attention Layers

Ameen Ali, Lior Wolf, Tomer Galanti

arxiv:2306.01610 v1 · 2023-06-02 · 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{DFWWT5O647HFT32NQUQRSLDEY2}

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

Latent Mamba Operator for Partial Differential Equations

Receipt and verification

First computed	2026-07-05T06:16:55.992620Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

196d69f5dee7ce59ef4d8521192c64c6af0ba03bfb50655268a9326243ffb277

Aliases

arxiv: 2306.01610 · arxiv_version: 2306.01610v1 · doi: 10.48550/arxiv.2306.01610 · pith_short_12: DFWWT5O647HF · pith_short_16: DFWWT5O647HFT32N · pith_short_8: DFWWT5O6

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/DFWWT5O647HFT32NQUQRSLDEY2 \
  | 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: 196d69f5dee7ce59ef4d8521192c64c6af0ba03bfb50655268a9326243ffb277

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a08dbd5bcf377ea1228d6a86dba737e2a4a428522b0d342a768689086ea18e91",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-02T15:19:08Z",
    "title_canon_sha256": "12c8ef6585fc7bc23dc9f0ac7567e24b90ad437af12e290411ef60abf2aabda9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.01610",
    "kind": "arxiv",
    "version": 1
  }
}