Pith Number

pith:IVYTY5M5

pith:2022:IVYTY5M5Q563ERFMWUKUHZEFTE

not attested not anchored not stored refs pending

The Lie Derivative for Measuring Learned Equivariance

Andrew Gordon Wilson, Marc Finzi, Micah Goldblum, Nate Gruver

arxiv:2210.02984 v2 · 2022-10-06 · cs.LG · cs.AI · 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{IVYTY5M5Q563ERFMWUKUHZEFTE}

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

Enhancing Early Diabetic Retinopathy Detection through Synthetic DR1 Image Generation: A StyleGAN3 Approach

Receipt and verification

First computed	2026-07-05T08:33:28.968922Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

45713c759d877db244acb51543e4859938214f3333cfbc50000247c91e57cb2b

Aliases

arxiv: 2210.02984 · arxiv_version: 2210.02984v2 · doi: 10.48550/arxiv.2210.02984 · pith_short_12: IVYTY5M5Q563 · pith_short_16: IVYTY5M5Q563ERFM · pith_short_8: IVYTY5M5

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/IVYTY5M5Q563ERFMWUKUHZEFTE \
  | 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: 45713c759d877db244acb51543e4859938214f3333cfbc50000247c91e57cb2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55c97d5dbe5a5e0c273f42417fa7b4819d99b3af774f08362502387dffe27774",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-06T15:20:55Z",
    "title_canon_sha256": "ccef72633a5ac565945fd56186a00e915a5ed8ac8926c0b9fcd6c74b4d735e45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.02984",
    "kind": "arxiv",
    "version": 2
  }
}