Pith Number

pith:B5MNLUGL

pith:2018:B5MNLUGLPD7F4VK6WOOXDSOX2I

not attested not anchored not stored refs pending

Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems

Draguna Vrabie, Indrasis Chakraborty, Rudrasis Chakraborty

arxiv:1804.05320 v2 · 2018-04-15 · cs.LG · cs.AI · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{B5MNLUGLPD7F4VK6WOOXDSOX2I}

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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

Mean Spectral Normalization of Deep Neural Networks for Embedded Automation

Receipt and verification

First computed	2026-05-18T00:02:49.465433Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f58d5d0cb78fe5e555eb39d71c9d7d201e93edc62ab259359ecfe85d30dced5

Aliases

arxiv: 1804.05320 · arxiv_version: 1804.05320v2 · doi: 10.48550/arxiv.1804.05320 · pith_short_12: B5MNLUGLPD7F · pith_short_16: B5MNLUGLPD7F4VK6 · pith_short_8: B5MNLUGL

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/B5MNLUGLPD7F4VK6WOOXDSOX2I \
  | 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: 0f58d5d0cb78fe5e555eb39d71c9d7d201e93edc62ab259359ecfe85d30dced5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "584f3736d468c803e0a628ecd911c81be65fe502f8b5a8ab8a48439d7a1ee553",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-15T08:28:15Z",
    "title_canon_sha256": "8035a4de4609f4e83681c9fad236f988baa8f8c2d47dadef8fd158b9b4f145ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.05320",
    "kind": "arxiv",
    "version": 2
  }
}