Pith Number

pith:VRF75R2S

pith:2022:VRF75R2SEK3CHOJYEPOENDAGKR

not attested not anchored not stored refs pending

Why Quantization Improves Generalization: NTK of Binary Weight Neural Networks

Kaiqi Zhang, Ming Yin, Yu-Xiang Wang

arxiv:2206.05916 v1 · 2022-06-13 · 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{VRF75R2SEK3CHOJYEPOENDAGKR}

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

Neural Network Quantization by Learning Low-Loss Subspaces

Receipt and verification

First computed	2026-07-05T04:31:04.192888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac4bfec75222b623b93823dc468c0654433aa9d41bdc7e1946711b0651b1081f

Aliases

arxiv: 2206.05916 · arxiv_version: 2206.05916v1 · doi: 10.48550/arxiv.2206.05916 · pith_short_12: VRF75R2SEK3C · pith_short_16: VRF75R2SEK3CHOJY · pith_short_8: VRF75R2S

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/VRF75R2SEK3CHOJYEPOENDAGKR \
  | 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: ac4bfec75222b623b93823dc468c0654433aa9d41bdc7e1946711b0651b1081f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e68aa95ed5d9a6f2d17a73deb42d5835b460df48ba23abd54f470a4b308d01df",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-06-13T06:11:21Z",
    "title_canon_sha256": "f4b06c0f6ae2e89dce13715e13ca79580b0530382cb607a11c2906a338056df9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.05916",
    "kind": "arxiv",
    "version": 1
  }
}