Pith Number

pith:365ZKWN6

pith:2023:365ZKWN655BC7W7Y5AI6FPCAHO

not attested not anchored not stored refs pending

Measuring and Mitigating Local Instability in Deep Neural Networks

Anoop Kumar, Aram Galstyan, Arghya Datta, Greg Ver Steeg, He Xie, Jingcheng Xu, Subhrangshu Nandi

arxiv:2305.10625 v2 · 2023-05-18 · 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{365ZKWN655BC7W7Y5AI6FPCAHO}

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	2026-07-05T06:11:33.375411Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfbb9559beef422fdbf8e811e2bc403b9f5a0ca2edd1135831f54ec284135270

Aliases

arxiv: 2305.10625 · arxiv_version: 2305.10625v2 · doi: 10.48550/arxiv.2305.10625 · pith_short_12: 365ZKWN655BC · pith_short_16: 365ZKWN655BC7W7Y · pith_short_8: 365ZKWN6

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/365ZKWN655BC7W7Y5AI6FPCAHO \
  | 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: dfbb9559beef422fdbf8e811e2bc403b9f5a0ca2edd1135831f54ec284135270

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6642fdb10224c238b8a658b70acfc476f626e17aced6843040a9bae3857332a6",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-18T00:34:15Z",
    "title_canon_sha256": "54b2b4b6e3670647d80f6724809a5fe9133659e7f7604b39524fe6a223abdc2d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.10625",
    "kind": "arxiv",
    "version": 2
  }
}