Pith Number

pith:OVJJXWWT

pith:2018:OVJJXWWT4PXLEPWKBNZY7LWR6B

not attested not anchored not stored refs pending

Bi-Real Net: Enhancing the Performance of 1-bit CNNs With Improved Representational Capability and Advanced Training Algorithm

Baoyuan Wu, Kwang-Ting Cheng, Wei Liu, Wenhan Luo, Xin Yang, Zechun Liu

arxiv:1808.00278 v5 · 2018-08-01 · cs.CV

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

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

Rethinking Output Alignment For 1-bit Post-Training Quantization of Large Language Models

Receipt and verification

First computed	2026-05-18T00:04:29.482934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75529bdad3e3eeb23eca0b738faed1f05c4eaa153504ba4f30d70173d8a03edc

Aliases

arxiv: 1808.00278 · arxiv_version: 1808.00278v5 · doi: 10.48550/arxiv.1808.00278 · pith_short_12: OVJJXWWT4PXL · pith_short_16: OVJJXWWT4PXLEPWK · pith_short_8: OVJJXWWT

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/OVJJXWWT4PXLEPWKBNZY7LWR6B \
  | 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: 75529bdad3e3eeb23eca0b738faed1f05c4eaa153504ba4f30d70173d8a03edc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "60d648b6b9557b0eb9279a90fea16abf653190bdb4b8b00af0cea5cf42bf3e8d",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-08-01T11:40:59Z",
    "title_canon_sha256": "a0b3017aa76627517c84c05b7c7a22e2689cfa08f7c74808c6b00b27301e6b7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.00278",
    "kind": "arxiv",
    "version": 5
  }
}