Pith Number

pith:FOFPEDFP

pith:2019:FOFPEDFPJH7WZ6DGISK5EAETLC

not attested not anchored not stored refs pending

Why are Saliency Maps Noisy? Cause of and Solution to Noisy Saliency Maps

Beomsu Kim, Jamyoung Koo, Jeongyeol Choe, Junghoon Seo, Seunghyun Jeon, Taegyun Jeon

arxiv:1902.04893 v3 · 2019-02-13 · cs.LG · cs.CV · 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{FOFPEDFPJH7WZ6DGISK5EAETLC}

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

1 paper in Pith

On the Complexity-Faithfulness Trade-off of Gradient-Based Explanations

Receipt and verification

First computed	2026-07-05T00:04:40.070237Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b8af20caf49ff6cf8664495d2009358b246c12435e78944cfd57b988fdfa3db

Aliases

arxiv: 1902.04893 · arxiv_version: 1902.04893v3 · doi: 10.48550/arxiv.1902.04893 · pith_short_12: FOFPEDFPJH7W · pith_short_16: FOFPEDFPJH7WZ6DG · pith_short_8: FOFPEDFP

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/FOFPEDFPJH7WZ6DGISK5EAETLC \
  | 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: 2b8af20caf49ff6cf8664495d2009358b246c12435e78944cfd57b988fdfa3db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "060add06b09fb0180ae477e616cb39f10d6e17b37b3ce6af82f4734461913609",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-13T13:25:39Z",
    "title_canon_sha256": "c1c12669d5e377fb8f0bc90056cbaf00d126f875c3ead18c537df27b491bbaf9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04893",
    "kind": "arxiv",
    "version": 3
  }
}