Pith Number

pith:CGZRRLHE

pith:2020:CGZRRLHETWYQD255RAMFCXOBA2

not attested not anchored not stored refs pending

Identifying and Compensating for Feature Deviation in Imbalanced Deep Learning

De-Chuan Zhan, Han-Jia Ye, Hong-You Chen, Wei-Lun Chao

arxiv:2001.01385 v4 · 2020-01-06 · cs.LG · cs.CV · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CGZRRLHETWYQD255RAMFCXOBA2}

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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

2 papers in Pith

Why Not Hyperparameter-Friendly Optimisation? A Monotonic Adaptive Norm Rescaling Approach For Long-Tailed Recognition

On the Impact of Class Imbalance on the Learning Dynamics of Deep Neural Networks:An Intuitive Insight

Receipt and verification

First computed	2026-07-05T04:38:40.133985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

11b318ace49db101ebbd8818515dc10680f49769d3d89892fb507986e900fd7d

Aliases

arxiv: 2001.01385 · arxiv_version: 2001.01385v4 · doi: 10.48550/arxiv.2001.01385 · pith_short_12: CGZRRLHETWYQ · pith_short_16: CGZRRLHETWYQD255 · pith_short_8: CGZRRLHE

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/CGZRRLHETWYQD255RAMFCXOBA2 \
  | 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: 11b318ace49db101ebbd8818515dc10680f49769d3d89892fb507986e900fd7d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5bf35e6468e871d068ac741c87a88a0bf3e44af9d417b8f7627c6fd5ee7b7b8c",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-06T03:52:11Z",
    "title_canon_sha256": "8c9ac2f347a2468103a13b8bd927e5a61c8f6ae9fcb8d592b6722dfbfb55c372"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.01385",
    "kind": "arxiv",
    "version": 4
  }
}