Pith Number

pith:4SA7SRYE

pith:2018:4SA7SRYEWAZAXRBL4VTHKRPIXI

not attested not anchored not stored refs pending

An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

Alex Sergeev, Eric Frank, Felipe Petroski Such, Jason Yosinski, Joel Lehman, Piero Molino, Rosanne Liu

arxiv:1807.03247 v2 · 2018-07-09 · cs.CV · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{4SA7SRYEWAZAXRBL4VTHKRPIXI}

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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

4 papers in Pith

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VitaminP: cross-modal learning enables whole-cell segmentation from routine histology

Receipt and verification

First computed	2026-05-17T23:59:22.542250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e481f94704b0320bc42be5667545e8ba0f688f3039c83e7436bcaebd0257ba60

Aliases

arxiv: 1807.03247 · arxiv_version: 1807.03247v2 · doi: 10.48550/arxiv.1807.03247 · pith_short_12: 4SA7SRYEWAZA · pith_short_16: 4SA7SRYEWAZAXRBL · pith_short_8: 4SA7SRYE

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/4SA7SRYEWAZAXRBL4VTHKRPIXI \
  | 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: e481f94704b0320bc42be5667545e8ba0f688f3039c83e7436bcaebd0257ba60

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2a6db73102699c63cb35d26b9f78e69ced6212a001cd5bd07bfcb5fcd02520ab",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-07-09T15:48:08Z",
    "title_canon_sha256": "7e1ce6fd321c65696a85272ba73a6c1deb87729cc996ce76d43886716ebbbed2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.03247",
    "kind": "arxiv",
    "version": 2
  }
}