Pith Number

pith:ICUWUHZ6

pith:2019:ICUWUHZ6SKAIK446NUH73NDNG3

not attested not anchored not stored refs pending

Regularizing Activation Distribution for Training Binarized Deep Networks

Diana Marculescu, Ruizhou Ding, Ting-Wu Chin, Zeye Liu

arxiv:1904.02823 v1 · 2019-04-04 · cs.CV

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\usepackage{pith}
\pithnumber{ICUWUHZ6SKAIK446NUH73NDNG3}

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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

Weight Normalization based Quantization for Deep Neural Network Compression

Receipt and verification

First computed	2026-05-17T23:49:19.535660Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

40a96a1f3e928085739e6d0ffdb46d36e5a06c467d475036693c2be0247414a1

Aliases

arxiv: 1904.02823 · arxiv_version: 1904.02823v1 · doi: 10.48550/arxiv.1904.02823 · pith_short_12: ICUWUHZ6SKAI · pith_short_16: ICUWUHZ6SKAIK446 · pith_short_8: ICUWUHZ6

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/ICUWUHZ6SKAIK446NUH73NDNG3 \
  | 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: 40a96a1f3e928085739e6d0ffdb46d36e5a06c467d475036693c2be0247414a1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45c5fcd088f5d396a1e63fb5c570824d4d0cc74a9b63213992f532c4eb654908",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-04-04T23:20:09Z",
    "title_canon_sha256": "97f44f99257cbba5bbcbae86fc6d605879a420f5631241a413a796fda1f8ecd4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.02823",
    "kind": "arxiv",
    "version": 1
  }
}