Pith Number

pith:BFLDLF65

pith:2025:BFLDLF6556Z72PXBGISSCQGQ2H

not attested not anchored not stored refs pending

Probing Equivariance and Symmetry Breaking in Convolutional Networks

Artem Moskalev, Christian Shewmake, Domas Buracas, Erik Bekkers, Mohammad Mohaiminul Islam, Sharvaree Vadgama

arxiv:2501.01999 v3 · 2025-01-01 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{BFLDLF6556Z72PXBGISSCQGQ2H}

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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

3 papers in Pith

Recursive Flow Matching

Symmetry in the Wild: The Role of Equivariance in Neural Fluid Surrogates

Discretizing Group-Convolutional Neural Networks for 3D Geometry in Feature Space

Receipt and verification

First computed	2026-07-05T11:14:01.623857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09563597ddefb3fd3ee132252140d0d1e45175db32361d9db8415378e0533cd0

Aliases

arxiv: 2501.01999 · arxiv_version: 2501.01999v3 · doi: 10.48550/arxiv.2501.01999 · pith_short_12: BFLDLF6556Z7 · pith_short_16: BFLDLF6556Z72PXB · pith_short_8: BFLDLF65

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/BFLDLF6556Z72PXBGISSCQGQ2H \
  | 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: 09563597ddefb3fd3ee132252140d0d1e45175db32361d9db8415378e0533cd0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ac9f3b441a0b685bc250fe09246949183a51e2cfe729b0206a21194dc4eff6de",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-01-01T07:00:41Z",
    "title_canon_sha256": "87bd1bb64619e0c64e7485ea2a0b7096d936c72ac502e2e342d8750af93dca45"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.01999",
    "kind": "arxiv",
    "version": 3
  }
}