Pith Number

pith:SIMYVZ3V

pith:2020:SIMYVZ3VF5VYYCNSPRC25WQQRQ

not attested not anchored not stored refs pending

Validation and generalization of pixel-wise relevance in convolutional neural networks trained for face classification

Eshed Margalit, J\~nani Crawford, Kalanit Grill-Spector, Sonia Poltoratski

arxiv:2006.16795 v1 · 2020-06-16 · cs.CV · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{SIMYVZ3VF5VYYCNSPRC25WQQRQ}

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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

Structure-Conditioned Actor-Critic Branches for Quality-Diversity Reinforcement Learning

Receipt and verification

First computed	2026-07-05T01:14:58.182822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

92198ae7752f6b8c09b27c45aeda108c1d31f8bc47cbf964b49139f517ea474b

Aliases

arxiv: 2006.16795 · arxiv_version: 2006.16795v1 · doi: 10.48550/arxiv.2006.16795 · pith_short_12: SIMYVZ3VF5VY · pith_short_16: SIMYVZ3VF5VYYCNS · pith_short_8: SIMYVZ3V

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/SIMYVZ3VF5VYYCNSPRC25WQQRQ \
  | 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: 92198ae7752f6b8c09b27c45aeda108c1d31f8bc47cbf964b49139f517ea474b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c273f7c2ffd087e7d2ee081bd7be4cd861cadcb279b568c49e9234bacc8d2c6",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2020-06-16T23:20:40Z",
    "title_canon_sha256": "eca5696efe92445abdfd801ae8cca216781be8e204613ff4bdcd429dca767010"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.16795",
    "kind": "arxiv",
    "version": 1
  }
}