Pith Number

pith:VM354Q7L

pith:2020:VM354Q7L6ZGDAQOJTAXAYNITWY

not attested not anchored not stored refs pending

A Mathematical Theory of Attention

Aristide Baratin, James Vuckovic, Remi Tachet des Combes

arxiv:2007.02876 v2 · 2020-07-06 · stat.ML · 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{VM354Q7L6ZGDAQOJTAXAYNITWY}

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

Extreme Meta-Classification for Large-Scale Zero-Shot Retrieval

Patnaik-Pearson intrinsic dimension for internal representations of neural networks

The physics of AI weather models

Propagation of Chaos in Contextual Flow Maps

Receipt and verification

First computed	2026-07-05T01:20:20.040216Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab37de43ebf64c3041c9982e0c3513b61649159218f4a6310ca08e5ac5cf2a69

Aliases

arxiv: 2007.02876 · arxiv_version: 2007.02876v2 · doi: 10.48550/arxiv.2007.02876 · pith_short_12: VM354Q7L6ZGD · pith_short_16: VM354Q7L6ZGDAQOJ · pith_short_8: VM354Q7L

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/VM354Q7L6ZGDAQOJTAXAYNITWY \
  | 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: ab37de43ebf64c3041c9982e0c3513b61649159218f4a6310ca08e5ac5cf2a69

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a571bc4556684b90034cb451a12bc2ce601ed06e7e19448d05d35a1afb5b2a76",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-07-06T16:42:24Z",
    "title_canon_sha256": "c0ac24c779b5db69a074dbd706a90727fb89576691422095ef18055109992a0b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.02876",
    "kind": "arxiv",
    "version": 2
  }
}