Pith Number

pith:C7LKRDQT

pith:2023:C7LKRDQTC53LOYDYTWNOKT7HPG

not attested not anchored not stored refs pending

Why Capsule Neural Networks Do Not Scale: Challenging the Dynamic Parse-Tree Assumption

Joachim Giesen, Marcel Koch, Matthias Mitterreiter, S\"oren Laue

arxiv:2301.01583 v1 · 2023-01-04 · cs.CV · cs.AI · cs.LG

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\usepackage{pith}
\pithnumber{C7LKRDQTC53LOYDYTWNOKT7HPG}

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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

1 paper in Pith

Equivariant Imaging Biomarkers for Robust Unsupervised Segmentation of Histopathology

Receipt and verification

First computed	2026-07-05T05:30:38.230436Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

17d6a88e131776b760789d9ae54fe7798f59245f7d3605177e388cf22914f103

Aliases

arxiv: 2301.01583 · arxiv_version: 2301.01583v1 · doi: 10.48550/arxiv.2301.01583 · pith_short_12: C7LKRDQTC53L · pith_short_16: C7LKRDQTC53LOYDY · pith_short_8: C7LKRDQT

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/C7LKRDQTC53LOYDYTWNOKT7HPG \
  | 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: 17d6a88e131776b760789d9ae54fe7798f59245f7d3605177e388cf22914f103

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7730d2816330634c43190a9ebf2a9150ada10865a2a0062953f4913aa2957e7c",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-01-04T12:59:51Z",
    "title_canon_sha256": "fea097054f86eb2aae82a7e0d25f8a2b11ea6d6e440c3de04a00db1cdb5049b4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.01583",
    "kind": "arxiv",
    "version": 1
  }
}