Pith Number

pith:AUOXHVU6

pith:2020:AUOXHVU6D4GDEKNDW5KOQWTOSC

not attested not anchored not stored refs pending

On Interpretability of Artificial Neural Networks: A Survey

Fenglei Fan, Ge Wang, Jinjun Xiong, Mengzhou Li

arxiv:2001.02522 v4 · 2020-01-08 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{AUOXHVU6D4GDEKNDW5KOQWTOSC}

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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

Understanding Transformer-based Vision Models through Inversion

Receipt and verification

First computed	2026-07-05T03:17:44.142916Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

051d73d69e1f0c3229a3b754e85a6e9090b1852281af09fd9a574af07d68f58d

Aliases

arxiv: 2001.02522 · arxiv_version: 2001.02522v4 · doi: 10.48550/arxiv.2001.02522 · pith_short_12: AUOXHVU6D4GD · pith_short_16: AUOXHVU6D4GDEKND · pith_short_8: AUOXHVU6

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/AUOXHVU6D4GDEKNDW5KOQWTOSC \
  | 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: 051d73d69e1f0c3229a3b754e85a6e9090b1852281af09fd9a574af07d68f58d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "16f3d5fe5e99e1e5dd788a854b18f6601084dcaca6c2d2daf5b65ad6575365ac",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-08T13:40:42Z",
    "title_canon_sha256": "a8950f4c2c002cea2a35d27833a40c3e1532775b9859ad7424b6cfac08415b67"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.02522",
    "kind": "arxiv",
    "version": 4
  }
}