Pith Number

pith:JAJLIKYO

pith:2015:JAJLIKYOBGPZHCXLB7IKHH2NU7

not attested not anchored not stored refs pending

Manifold Regularized Deep Neural Networks using Adversarial Examples

Minsuk Choi, Sungroh Yoon, Taehoon Lee

arxiv:1511.06381 v2 · 2015-11-19 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JAJLIKYOBGPZHCXLB7IKHH2NU7}

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	2026-05-18T01:22:53.750459Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4812b42b0e099f938aeb0fd0a39f4da7eeba7a2f3549400c7a76062fa8f8b0da

Aliases

arxiv: 1511.06381 · arxiv_version: 1511.06381v2 · doi: 10.48550/arxiv.1511.06381 · pith_short_12: JAJLIKYOBGPZ · pith_short_16: JAJLIKYOBGPZHCXL · pith_short_8: JAJLIKYO

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/JAJLIKYOBGPZHCXLB7IKHH2NU7 \
  | 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: 4812b42b0e099f938aeb0fd0a39f4da7eeba7a2f3549400c7a76062fa8f8b0da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1afa4c5e4b18cbace7592975cdc0772eace74da548651483a1e483dd418f38e",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-19T21:10:29Z",
    "title_canon_sha256": "a6566f01a6e18859af16a75e4807227f3322853cc9c2a6da134b6d2649ec88e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06381",
    "kind": "arxiv",
    "version": 2
  }
}