Pith Number

pith:W7LVXK3I

pith:2020:W7LVXK3I4RH6DYVNC2IVV7ARP7

not attested not anchored not stored refs pending

Communication-Efficient Federated Learning with Compensated Overlap-FedAvg

Jiancheng Lv, Ye Qing, Yuhao Zhou

arxiv:2012.06706 v2 · 2020-12-12 · cs.LG · cs.DC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W7LVXK3I4RH6DYVNC2IVV7ARP7}

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

Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous Driving

Receipt and verification

First computed	2026-07-05T02:49:52.143171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b7d75bab68e44fe1e2ad16915afc117ff55110b1130429776ae6c9a13ad99fa2

Aliases

arxiv: 2012.06706 · arxiv_version: 2012.06706v2 · doi: 10.48550/arxiv.2012.06706 · pith_short_12: W7LVXK3I4RH6 · pith_short_16: W7LVXK3I4RH6DYVN · pith_short_8: W7LVXK3I

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/W7LVXK3I4RH6DYVNC2IVV7ARP7 \
  | 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: b7d75bab68e44fe1e2ad16915afc117ff55110b1130429776ae6c9a13ad99fa2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "96f4ab83715cf96b943e9a86eca3b44069de48b6d3d09fe5035577442ac9c594",
    "cross_cats_sorted": [
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-12T02:50:09Z",
    "title_canon_sha256": "0cc3a4bf7320bf6ff459afdf54b080aea710da7be4d3801598f309ad3f4b4b74"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.06706",
    "kind": "arxiv",
    "version": 2
  }
}