Pith Number

pith:VEUSN63V

pith:2018:VEUSN63VIQLB35JEKUR7Y2FSDQ

not attested not anchored not stored refs pending

Analysis of Invariance and Robustness via Invertibility of ReLU-Networks

Jens Behrmann, Pascal Fernsel, Peter Maa{\ss}, S\"oren Dittmer

arxiv:1806.09730 v2 · 2018-06-25 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VEUSN63VIQLB35JEKUR7Y2FSDQ}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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	2026-05-18T00:12:13.384405Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a92926fb7544161df5245523fc68b21c3f65a8ac632cac57bb2d0deb1bd743b4

Aliases

arxiv: 1806.09730 · arxiv_version: 1806.09730v2 · doi: 10.48550/arxiv.1806.09730 · pith_short_12: VEUSN63VIQLB · pith_short_16: VEUSN63VIQLB35JE · pith_short_8: VEUSN63V

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/VEUSN63VIQLB35JEKUR7Y2FSDQ \
  | 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: a92926fb7544161df5245523fc68b21c3f65a8ac632cac57bb2d0deb1bd743b4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6a071aadb6dd133b6a7fadb96e5bfcb43eb51d8cce5f58d93ca149228f0e3596",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-25T23:57:19Z",
    "title_canon_sha256": "9ac858921aad6500d09008ff4df26507f2ccb1ff2d73539dddf3ef7aadb1de8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.09730",
    "kind": "arxiv",
    "version": 2
  }
}