Pith Number

pith:46YE7GDH

pith:2022:46YE7GDHZUGGKMXIC5X7ZIY2ZG

not attested not anchored not stored refs pending

Black-box Error Diagnosis in Deep Neural Networks for Computer Vision: a Survey of Tools

Federico Milani, Niccol\`o Zangrando, Piero Fraternali, Rocio Nahime Torres

arxiv:2201.06444 v4 · 2022-01-17 · cs.LG · cs.AI · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{46YE7GDHZUGGKMXIC5X7ZIY2ZG}

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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

ChannelExplorer: Exploring Class Separability Through Activation Channel Visualization

Receipt and verification

First computed	2026-07-05T05:27:32.318519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7b04f9867cd0c6532e8176ffca31ac9bd84700d703f1f28bef73ba580736e08

Aliases

arxiv: 2201.06444 · arxiv_version: 2201.06444v4 · doi: 10.48550/arxiv.2201.06444 · pith_short_12: 46YE7GDHZUGG · pith_short_16: 46YE7GDHZUGGKMXI · pith_short_8: 46YE7GDH

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/46YE7GDHZUGGKMXIC5X7ZIY2ZG \
  | 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: e7b04f9867cd0c6532e8176ffca31ac9bd84700d703f1f28bef73ba580736e08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dc38c8e61708c8b4ce19f52a1451e71c10c0b722d44d8d9533969e677ce12a5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-17T14:55:15Z",
    "title_canon_sha256": "89907c6eb14121c1a5785c892c9358b0c37e0b0f0688908cf7f6271379f176ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.06444",
    "kind": "arxiv",
    "version": 4
  }
}