Pith Number

pith:NOZ5JNHZ

pith:2023:NOZ5JNHZAFASGXM576UNSKT3KG

not attested not anchored not stored refs pending

Unleashing the Potential of Regularization Strategies in Learning with Noisy Labels

Bo Han, Dadong Wang, Huaxi Huang, Hui Kang, Jun Yu, Sheng Liu, Tongliang Liu

arxiv:2307.05025 v1 · 2023-07-11 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NOZ5JNHZAFASGXM576UNSKT3KG}

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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

Robust Federated Learning against Noisy Clients via Masked Optimization

Receipt and verification

First computed	2026-07-05T06:29:25.049104Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6bb3d4b4f90141235d9dffa8d92a7b51b9a39cb78bf886872d59e65026f777e4

Aliases

arxiv: 2307.05025 · arxiv_version: 2307.05025v1 · doi: 10.48550/arxiv.2307.05025 · pith_short_12: NOZ5JNHZAFAS · pith_short_16: NOZ5JNHZAFASGXM5 · pith_short_8: NOZ5JNHZ

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/NOZ5JNHZAFASGXM576UNSKT3KG \
  | 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: 6bb3d4b4f90141235d9dffa8d92a7b51b9a39cb78bf886872d59e65026f777e4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1f7b385a397fdcb49063bcfff15a6fc42a78f09cd4ddd776bb83474b533d2754",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-11T05:58:20Z",
    "title_canon_sha256": "8c8ed981c2c04a0c04eab85734532b0913632c814a181911b3690e4c7aeff18c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.05025",
    "kind": "arxiv",
    "version": 1
  }
}