Pith Number

pith:VS65V4OW

pith:2024:VS65V4OWOWWBTUU2QCWH7E4BBH

not attested not anchored not stored refs pending

Improving Quantization-aware Training of Low-Precision Network via Block Replacement on Full-Precision Counterpart

Aili Wang, Chengting Yu, Er-Ping Li, Fengzhao Zhang, Hanzhi Ma, Shu Yang

arxiv:2412.15846 v1 · 2024-12-20 · 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{VS65V4OWOWWBTUU2QCWH7E4BBH}

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

2 papers in Pith

Neural Network Quantization by Learning Low-Loss Subspaces

Quantization in Federated Learning: Methods, Challenges and Future Directions

Receipt and verification

First computed	2026-07-05T09:52:30.989268Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

acbddaf1d675ac19d29a80ac7f938109d83a1b51d9703760e1de40a4a68a26f7

Aliases

arxiv: 2412.15846 · arxiv_version: 2412.15846v1 · doi: 10.48550/arxiv.2412.15846 · pith_short_12: VS65V4OWOWWB · pith_short_16: VS65V4OWOWWBTUU2 · pith_short_8: VS65V4OW

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/VS65V4OWOWWBTUU2QCWH7E4BBH \
  | 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: acbddaf1d675ac19d29a80ac7f938109d83a1b51d9703760e1de40a4a68a26f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f8552d02b741b6e66850e6e4a0c104547d1a0bbef7cbeebf70bfb9c2edc1857f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-20T12:38:18Z",
    "title_canon_sha256": "e255061d7bcee7247c762a6c2565bd7e4d1f63141f4d11b07c64e4cac64d6604"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15846",
    "kind": "arxiv",
    "version": 1
  }
}