Pith Number

pith:RR3XXOYD

pith:2021:RR3XXOYDS7HSCNZYLER3WPU7AS

not attested not anchored not stored refs pending

E(n) Equivariant Normalizing Flows

Emiel Hoogeboom, Fabian B. Fuchs, Ingmar Posner, Max Welling, Victor Garcia Satorras

arxiv:2105.09016 v4 · 2021-05-19 · cs.LG · physics.chem-ph · 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{RR3XXOYDS7HSCNZYLER3WPU7AS}

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

Drawback of Enforcing Equivariance and its Compensation via the Lens of Expressive Power

Receipt and verification

First computed	2026-07-05T03:48:29.242715Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8c777bbb0397cf2137385923bb3e9f04a9d40b9bf88316be97bbfd75bb703741

Aliases

arxiv: 2105.09016 · arxiv_version: 2105.09016v4 · doi: 10.48550/arxiv.2105.09016 · pith_short_12: RR3XXOYDS7HS · pith_short_16: RR3XXOYDS7HSCNZY · pith_short_8: RR3XXOYD

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/RR3XXOYDS7HSCNZYLER3WPU7AS \
  | 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: 8c777bbb0397cf2137385923bb3e9f04a9d40b9bf88316be97bbfd75bb703741

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "099c3b5ae9f64268e8bc63f641e516cff9fe4c97d4bc570304bc15d1a765239c",
    "cross_cats_sorted": [
      "physics.chem-ph",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-19T09:28:54Z",
    "title_canon_sha256": "8223eddb5c0e38086cdab578522c9a6666c6884597bd768e096b92afeed1a68d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.09016",
    "kind": "arxiv",
    "version": 4
  }
}