Pith Number

pith:BAO4R3NV

pith:2023:BAO4R3NV5GQEDYJ4QQZAPEGUS3

not attested not anchored not stored refs pending

An Effective Data-Driven Approach for Localizing Deep Learning Faults

Breno Dantas Cruz, Hridesh Rajan, Mohammad Wardat, Wei Le

arxiv:2307.08947 v1 · 2023-07-18 · cs.SE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BAO4R3NV5GQEDYJ4QQZAPEGUS3}

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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

2 papers in Pith

Hierarchical Fault Detection and Diagnosis for Transformer Architectures

Receipt and verification

First computed	2026-07-05T06:31:36.594840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

081dc8edb5e9a041e13c84320790d496e21b92ede6d14035719f204d722a5ec4

Aliases

arxiv: 2307.08947 · arxiv_version: 2307.08947v1 · doi: 10.48550/arxiv.2307.08947 · pith_short_12: BAO4R3NV5GQE · pith_short_16: BAO4R3NV5GQEDYJ4 · pith_short_8: BAO4R3NV

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/BAO4R3NV5GQEDYJ4QQZAPEGUS3 \
  | 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: 081dc8edb5e9a041e13c84320790d496e21b92ede6d14035719f204d722a5ec4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "350da3af5281d683487756e1ea652e274f7fb78109ed29a474542de792bba1e6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-07-18T03:28:39Z",
    "title_canon_sha256": "dbda1a844c9524bdc700921f7f11a3577dfbc7cadac0bd87ca87ffbfc802f393"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.08947",
    "kind": "arxiv",
    "version": 1
  }
}