Pith Number

pith:L2WHSRMY

pith:2018:L2WHSRMYAVGS4U7G3OLRAVPOOA

not attested not anchored not stored refs pending

Co-teaching: Robust Training of Deep Neural Networks with Extremely Noisy Labels

Bo Han, Gang Niu, Ivor Tsang, Masashi Sugiyama, Miao Xu, Quanming Yao, Weihua Hu, Xingrui Yu

arxiv:1804.06872 v3 · 2018-04-18 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{L2WHSRMYAVGS4U7G3OLRAVPOOA}

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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

Model-agnostic information transfer and fusion for classification with label noise

Receipt and verification

First computed	2026-05-18T00:02:01.288391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5eac794598054d2e53e6db971055ee70360330473dc44302a7a543b0ee9ec0d0

Aliases

arxiv: 1804.06872 · arxiv_version: 1804.06872v3 · doi: 10.48550/arxiv.1804.06872 · pith_short_12: L2WHSRMYAVGS · pith_short_16: L2WHSRMYAVGS4U7G · pith_short_8: L2WHSRMY

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/L2WHSRMYAVGS4U7G3OLRAVPOOA \
  | 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: 5eac794598054d2e53e6db971055ee70360330473dc44302a7a543b0ee9ec0d0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e05b6f318ed5326db9080cae4a3f760edcff7a5ff4240c87a3396e3c5e5fb84b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-18T18:42:31Z",
    "title_canon_sha256": "9fe773781773dcce3c0bf49a927a265f579d8db991e2642ca88d6325f1eb1976"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.06872",
    "kind": "arxiv",
    "version": 3
  }
}