Pith Number

pith:26UMDBF2

pith:2024:26UMDBF2GKDCF5CQ3BOCRJ6DIF

not attested not anchored not stored refs pending

Harnessing Neuron Stability to Improve DNN Verification

Dong Xu, Hai Duong, Matthew B. Dwyer, ThanhVu Nguyen

arxiv:2401.14412 v1 · 2024-01-19 · 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{26UMDBF2GKDCF5CQ3BOCRJ6DIF}

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

Large Language Models for Crash Detection in Video: A Survey of Methods, Datasets, and Challenges

Receipt and verification

First computed	2026-07-05T07:37:55.998743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d7a8c184ba328622f450d85c28a7c34141db53fbe54f4d3e2e3a5f36f3b96329

Aliases

arxiv: 2401.14412 · arxiv_version: 2401.14412v1 · doi: 10.48550/arxiv.2401.14412 · pith_short_12: 26UMDBF2GKDC · pith_short_16: 26UMDBF2GKDCF5CQ · pith_short_8: 26UMDBF2

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/26UMDBF2GKDCF5CQ3BOCRJ6DIF \
  | 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: d7a8c184ba328622f450d85c28a7c34141db53fbe54f4d3e2e3a5f36f3b96329

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "526f28d224d3d6542171fa691a152fab10f3a58b36ac454de922833d191a319b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-19T23:48:04Z",
    "title_canon_sha256": "73d87bc229272d0a4ec1b6e23d508782829352bc783fbcdc29dedcbc0722a8f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.14412",
    "kind": "arxiv",
    "version": 1
  }
}