Pith Number

pith:XO4O7VEN

pith:2018:XO4O7VENG72YKOJKJCUQSNI2SH

not attested not anchored not stored refs pending

Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks

Adam R. Kosiorek, Juho Lee, Jungtaek Kim, Seungjin Choi, Yee Whye Teh, Yoonho Lee

arxiv:1810.00825 v3 · 2018-10-01 · cs.LG · 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{XO4O7VENG72YKOJKJCUQSNI2SH}

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

7 papers in Pith

Monotone and Separable Set Functions: Characterizations and Neural Models

The General Theory of Localization Methods

SAVER: Selective As-Needed Vision Evidence for Multimodal Information Extraction

TabICL: A Tabular Foundation Model for In-Context Learning on Large Data

Measurements of the Higgs boson production, fiducial and differential cross-sections in the four lepton decay channel using 164 fb$^{-1}$ of data collected at $\sqrt{s}$ = 13.6 TeV with the ATLAS dete

Receipt and verification

First computed	2026-05-17T23:45:09.577196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bbb8efd48d37f585392a48a909351a91f34b6e681b91504c907e56f528ff038f

Aliases

arxiv: 1810.00825 · arxiv_version: 1810.00825v3 · doi: 10.48550/arxiv.1810.00825 · pith_short_12: XO4O7VENG72Y · pith_short_16: XO4O7VENG72YKOJK · pith_short_8: XO4O7VEN

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/XO4O7VENG72YKOJKJCUQSNI2SH \
  | 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: bbb8efd48d37f585392a48a909351a91f34b6e681b91504c907e56f528ff038f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b478cbc01162fa40d374f4e7effc98337f6358aa603282e06bf25387334a912",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-01T17:10:03Z",
    "title_canon_sha256": "1896c91cf95765ad8bb240db909cf5ce8b2f722deda3e6ce075ab7ca03866b72"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.00825",
    "kind": "arxiv",
    "version": 3
  }
}