Pith Number

pith:5DCI66TG

pith:2024:5DCI66TGVFPE66BNGFFRSC3TKH

not attested not anchored not stored refs pending

Unifying Low Dimensional Spectra in Deep Learning

Connall Garrod, Jonathan P. Keating

arxiv:2404.06106 v3 · 2024-04-09 · 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{5DCI66TGVFPE66BNGFFRSC3TKH}

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

The Implicit Bias of Depth: From Neural Collapse to Softmax Codes

Receipt and verification

First computed	2026-05-28T01:04:24.101456Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8c48f7a66a95e4f782d314b190b7351f0d3f57bb9d1dbee1daa4141c38020e6

Aliases

arxiv: 2404.06106 · arxiv_version: 2404.06106v3 · doi: 10.48550/arxiv.2404.06106 · pith_short_12: 5DCI66TGVFPE · pith_short_16: 5DCI66TGVFPE66BN · pith_short_8: 5DCI66TG

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/5DCI66TGVFPE66BNGFFRSC3TKH \
  | 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: e8c48f7a66a95e4f782d314b190b7351f0d3f57bb9d1dbee1daa4141c38020e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb04fe0e3fa8afe0e28875715054825b7c366a0ee4ca9acb551b6d21c8937d8a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-09T08:17:32Z",
    "title_canon_sha256": "be006fa7d4c36a129b6ee954d490657d091331e8011d58e3c4234bb7b1e9b848"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.06106",
    "kind": "arxiv",
    "version": 3
  }
}