Pith Number

pith:BLD5HDWL

pith:2019:BLD5HDWLRUHVB7CJYEDMIIUOGY

not attested not anchored not stored refs pending

Stable Rank Normalization for Improved Generalization in Neural Networks and GANs

Amartya Sanyal, Philip H.S. Torr, Puneet K. Dokania

arxiv:1906.04659 v3 · 2019-06-11 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{BLD5HDWLRUHVB7CJYEDMIIUOGY}

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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

Rank Is Not Capacity: Spectral Occupancy for Latent Graph Models

Receipt and verification

First computed	2026-07-05T00:42:31.439070Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0ac7d38ecb8d0f50fc49c106c4228e362787b56963d55435d76abbfde33fc97e

Aliases

arxiv: 1906.04659 · arxiv_version: 1906.04659v3 · doi: 10.48550/arxiv.1906.04659 · pith_short_12: BLD5HDWLRUHV · pith_short_16: BLD5HDWLRUHVB7CJ · pith_short_8: BLD5HDWL

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/BLD5HDWLRUHVB7CJYEDMIIUOGY \
  | 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: 0ac7d38ecb8d0f50fc49c106c4228e362787b56963d55435d76abbfde33fc97e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd2b99a361ea03448485f428d43d8a790d8f5b518b68a0a2b78578ff83142b88",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-11T15:37:49Z",
    "title_canon_sha256": "8756cb6f20cac1c5e5ba0ad2f41f7165b92134277c62b3c938d007719aee3038"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.04659",
    "kind": "arxiv",
    "version": 3
  }
}