Pith Number

pith:URCJPOX4

pith:2021:URCJPOX4VBH4JA43R7O3VQYYGX

not attested not anchored not stored refs pending

FedMix: Approximation of Mixup under Mean Augmented Federated Learning

Eunho Yang, Sumin Shin, Sung Ju Hwang, Tehrim Yoon

arxiv:2107.00233 v1 · 2021-07-01 · cs.LG · cs.AI · cs.CV · 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{URCJPOX4VBH4JA43R7O3VQYYGX}

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

UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data

Receipt and verification

First computed	2026-07-05T02:54:22.377897Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a44497bafca84fc4839b8fddbac31835e23fda19fc2a9d87c88751ad6de91c3d

Aliases

arxiv: 2107.00233 · arxiv_version: 2107.00233v1 · doi: 10.48550/arxiv.2107.00233 · pith_short_12: URCJPOX4VBH4 · pith_short_16: URCJPOX4VBH4JA43 · pith_short_8: URCJPOX4

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/URCJPOX4VBH4JA43R7O3VQYYGX \
  | 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: a44497bafca84fc4839b8fddbac31835e23fda19fc2a9d87c88751ad6de91c3d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52d6101fc6002136f84d347c96eab706425836cfbece563c42077d1a9a6ce516",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.DC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-01T06:14:51Z",
    "title_canon_sha256": "bfbb2f551be3f455512b1f9f170e39b23a14509626ad6ebb061261f6b27871ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.00233",
    "kind": "arxiv",
    "version": 1
  }
}