Pith Number

pith:7D7BK3VY

pith:2022:7D7BK3VY7BL3RQ2TC7FHDRVHCN

not attested not anchored not stored refs pending

Rank Diminishing in Deep Neural Networks

Deli Zhao, Kecheng Zheng, Michael Jordan, Ruili Feng, Yukun Huang, Zheng-Jun Zha

arxiv:2206.06072 v1 · 2022-06-13 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7D7BK3VY7BL3RQ2TC7FHDRVHCN}

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

Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning

Receipt and verification

First computed	2026-07-05T04:31:14.839843Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f8fe156eb8f857b8c35317ca71c6a7137005272b5b50e2a10dbba63e424a8199

Aliases

arxiv: 2206.06072 · arxiv_version: 2206.06072v1 · doi: 10.48550/arxiv.2206.06072 · pith_short_12: 7D7BK3VY7BL3 · pith_short_16: 7D7BK3VY7BL3RQ2T · pith_short_8: 7D7BK3VY

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/7D7BK3VY7BL3RQ2TC7FHDRVHCN \
  | 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: f8fe156eb8f857b8c35317ca71c6a7137005272b5b50e2a10dbba63e424a8199

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d0eefce2dd7b5608e261c612206e102b9129deed13435abba31bf8270cae732",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-13T12:03:32Z",
    "title_canon_sha256": "75cbfd1d27acc3d068f90cecb31596a0571d5a5f4464094c010f8b0311d02edc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.06072",
    "kind": "arxiv",
    "version": 1
  }
}