Pith Number

pith:FJ7XAVGG

pith:2019:FJ7XAVGGMOHISOWMINZUJE4G2J

not attested not anchored not stored refs pending

Saliency is a Possible Red Herring When Diagnosing Poor Generalization

Becks Simpson, Francis Dutil, Joseph D. Viviano, Joseph Paul Cohen, Yoshua Bengio

arxiv:1910.00199 v3 · 2019-10-01 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FJ7XAVGGMOHISOWMINZUJE4G2J}

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

Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays

Receipt and verification

First computed	2026-07-05T02:14:08.540503Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2a7f7054c6638e893acc4373449386d251a4fcb704198f50d686345957f4d1e5

Aliases

arxiv: 1910.00199 · arxiv_version: 1910.00199v3 · doi: 10.48550/arxiv.1910.00199 · pith_short_12: FJ7XAVGGMOHI · pith_short_16: FJ7XAVGGMOHISOWM · pith_short_8: FJ7XAVGG

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/FJ7XAVGGMOHISOWMINZUJE4G2J \
  | 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: 2a7f7054c6638e893acc4373449386d251a4fcb704198f50d686345957f4d1e5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d893afdd168d7c34c0431580d45cd3b7f9881029fc1096a2bf18d3a04c2ae4b",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-10-01T04:29:18Z",
    "title_canon_sha256": "449cfcef1f153b6654cde0bb5e4b153d2e11cbb142da5073bd682cfb6f523358"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.00199",
    "kind": "arxiv",
    "version": 3
  }
}