Pith Number

pith:7SMSLWTM

pith:2020:7SMSLWTM6A7WAQM2OQPOAMKVPI

not attested not anchored not stored refs pending

Reducing the Computational Cost of Deep Generative Models with Binary Neural Networks

David Barber, Friso H. Kingma, Thomas Bird

arxiv:2010.13476 v2 · 2020-10-26 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7SMSLWTM6A7WAQM2OQPOAMKVPI}

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

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

BiDM: Pushing the Limit of Quantization for Diffusion Models

Receipt and verification

First computed	2026-07-05T02:37:06.606390Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fc9925da6cf03f60419a741ee031557a1e73e4f744928f6cf5398b6e8e35d64d

Aliases

arxiv: 2010.13476 · arxiv_version: 2010.13476v2 · doi: 10.48550/arxiv.2010.13476 · pith_short_12: 7SMSLWTM6A7W · pith_short_16: 7SMSLWTM6A7WAQM2 · pith_short_8: 7SMSLWTM

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/7SMSLWTM6A7WAQM2OQPOAMKVPI \
  | 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: fc9925da6cf03f60419a741ee031557a1e73e4f744928f6cf5398b6e8e35d64d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bdccea32da5a79d54d195882547515ded6374c47ce459689eb475c3c8b73b0c5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-26T10:43:28Z",
    "title_canon_sha256": "ae60004efc36a2d3b41b5a7e5d95d6ba2cbcf15ad67c6c7a717234f799115832"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13476",
    "kind": "arxiv",
    "version": 2
  }
}