Pith Number

pith:UOFR6JV4

pith:2018:UOFR6JV4VIIGETXLMV6WXVEEEH

not attested not anchored not stored refs pending

Bridging the Accuracy Gap for 2-bit Quantized Neural Networks (QNN)

Jungwook Choi, Kailash Gopalakrishnan, Pierce I-Jen Chuang, Swagath Venkataramani, Vijayalakshmi Srinivasan, Zhuo Wang

arxiv:1807.06964 v1 · 2018-07-17 · cs.CV

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UOFR6JV4VIIGETXLMV6WXVEEEH}

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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

StatQAT: Statistical Quantizer Optimization for Deep Networks

Receipt and verification

First computed	2026-05-18T00:10:25.212324Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a38b1f26bcaa10624eeb657d6bd48421d9358f5437423c2a514f6a7b8de028a2

Aliases

arxiv: 1807.06964 · arxiv_version: 1807.06964v1 · doi: 10.48550/arxiv.1807.06964 · pith_short_12: UOFR6JV4VIIG · pith_short_16: UOFR6JV4VIIGETXL · pith_short_8: UOFR6JV4

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/UOFR6JV4VIIGETXLMV6WXVEEEH \
  | 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: a38b1f26bcaa10624eeb657d6bd48421d9358f5437423c2a514f6a7b8de028a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "19c29a8efff88a84f7d1cb2f9c85b5e22f6f561139c2a9a19c9ee3302d56c299",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-07-17T13:36:57Z",
    "title_canon_sha256": "fc449f4930ec324b93023dff3b9f5ad0badbcef614aba86ec75883d37a614ac9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.06964",
    "kind": "arxiv",
    "version": 1
  }
}