Pith Number

pith:Z3KYIDEP

pith:2020:Z3KYIDEPQ4UK6GBAXM7U4NRQDN

not attested not anchored not stored refs pending

Repairing Deep Neural Networks: Fix Patterns and Challenges

Giang Nguyen, Hridesh Rajan, Md Johirul Islam, Rangeet Pan

arxiv:2005.00972 v1 · 2020-05-03 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z3KYIDEPQ4UK6GBAXM7U4NRQDN}

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.

Receipt and verification

First computed	2026-07-05T01:00:02.796382Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ced5840c8f8728af1820bb3f4e36301b4e279334cceb527d034402ae6e2da9c7

Aliases

arxiv: 2005.00972 · arxiv_version: 2005.00972v1 · doi: 10.48550/arxiv.2005.00972 · pith_short_12: Z3KYIDEPQ4UK · pith_short_16: Z3KYIDEPQ4UK6GBA · pith_short_8: Z3KYIDEP

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/Z3KYIDEPQ4UK6GBAXM7U4NRQDN \
  | 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: ced5840c8f8728af1820bb3f4e36301b4e279334cceb527d034402ae6e2da9c7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8772c4540c408355a5c2af506120d05ae7fac50002114e7f627def987509eb34",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2020-05-03T03:06:12Z",
    "title_canon_sha256": "769efff4af13a99d52bf28024f6beafb43788114abb794e13fa40ead7eeea32b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.00972",
    "kind": "arxiv",
    "version": 1
  }
}