Pith Number

pith:VZDMXS5N

pith:2019:VZDMXS5NUDQB6UCMAENBR5UDKY

not attested not anchored not stored refs pending

Understanding Deep Networks via Extremal Perturbations and Smooth Masks

Andrea Vedaldi, Mandela Patrick, Ruth Fong

arxiv:1910.08485 v1 · 2019-10-18 · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VZDMXS5NUDQB6UCMAENBR5UDKY}

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

2 papers in Pith

Evaluating Local Explainability Metrics for Machine Learning Models on Tabular Data

Extremal Contours: Gradient-driven contours for compact visual attribution

Receipt and verification

First computed	2026-07-05T00:13:09.539103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae46cbcbada0e01f504c011a18f68356238a0b71169d93c822934678de4561d2

Aliases

arxiv: 1910.08485 · arxiv_version: 1910.08485v1 · doi: 10.48550/arxiv.1910.08485 · pith_short_12: VZDMXS5NUDQB · pith_short_16: VZDMXS5NUDQB6UCM · pith_short_8: VZDMXS5N

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/VZDMXS5NUDQB6UCMAENBR5UDKY \
  | 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: ae46cbcbada0e01f504c011a18f68356238a0b71169d93c822934678de4561d2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "802cf2e71204f884f588cb6b03d696380503870f6925db69459956660db50f15",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-10-18T16:02:01Z",
    "title_canon_sha256": "347546b408d0112e1ea4aec944f041a11965db09e4e442a8e5b7f8d9bd29d77f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.08485",
    "kind": "arxiv",
    "version": 1
  }
}