Pith Number

pith:MBYZ3B6B

pith:2019:MBYZ3B6BXD5AOZBDUXTPPCYE4A

not attested not anchored not stored refs pending

Progressive Stochastic Binarization of Deep Networks

David Hartmann, Michael Wand

arxiv:1904.02205 v1 · 2019-04-03 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MBYZ3B6BXD5AOZBDUXTPPCYE4A}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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.

Receipt and verification

First computed	2026-05-17T23:49:24.222002Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60719d87c1b8fa076423a5e6f78b04e0077b7213468f526b0898062cafa58d01

Aliases

arxiv: 1904.02205 · arxiv_version: 1904.02205v1 · doi: 10.48550/arxiv.1904.02205 · pith_short_12: MBYZ3B6BXD5A · pith_short_16: MBYZ3B6BXD5AOZBD · pith_short_8: MBYZ3B6B

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/MBYZ3B6BXD5AOZBDUXTPPCYE4A \
  | 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: 60719d87c1b8fa076423a5e6f78b04e0077b7213468f526b0898062cafa58d01

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "56d4ef4fe18f27c3381c6d1f05bf0a03b70a24527382b172b4a1093a8eb3bb58",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-03T19:09:35Z",
    "title_canon_sha256": "97fbf598274c700cd1e923d8b3b1c70020d825bbc0024451aed212316a07d9af"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.02205",
    "kind": "arxiv",
    "version": 1
  }
}