Pith Number

pith:NBGGCQH5

pith:2021:NBGGCQH5JGOS5CZDUMQ7YXWVN7

not attested not anchored not stored refs pending

Mitigating Memorization of Noisy Labels via Regularization between Representations

Hao Cheng, Xing Sun, Yang Liu, Zhaowei Zhu

arxiv:2110.09022 v3 · 2021-10-18 · cs.LG · 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{NBGGCQH5JGOS5CZDUMQ7YXWVN7}

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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

Can LLMs Learn to Reason Robustly under Noisy Supervision?

Receipt and verification

First computed	2026-07-05T04:26:34.175683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

684c6140fd499d2e8b23a321fc5ed56fe86200daff95bf7f8607936f338d0c5a

Aliases

arxiv: 2110.09022 · arxiv_version: 2110.09022v3 · doi: 10.48550/arxiv.2110.09022 · pith_short_12: NBGGCQH5JGOS · pith_short_16: NBGGCQH5JGOS5CZD · pith_short_8: NBGGCQH5

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/NBGGCQH5JGOS5CZDUMQ7YXWVN7 \
  | 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: 684c6140fd499d2e8b23a321fc5ed56fe86200daff95bf7f8607936f338d0c5a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f1b5b5041e04ecddd384cab97c77ea11ceb6e7d2cfb987d26ad7528e39c30b66",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-18T05:41:57Z",
    "title_canon_sha256": "d3e0946e94aa0d015b19fe612de64bd166b07e998db3310c5bc83c797b5ffe80"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.09022",
    "kind": "arxiv",
    "version": 3
  }
}