Pith Number

pith:FNT35Y5D

pith:2019:FNT35Y5DJV6VNDIPC4A7E7MKAI

not attested not anchored not stored refs pending

Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks

Donghyun Na, Eunho Yang, Hae Beom Lee, Hayeon Lee, Minseop Park, Saehoon Kim, Sung Ju Hwang

arxiv:1905.12917 v3 · 2019-05-30 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FNT35Y5DJV6VNDIPC4A7E7MKAI}

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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

An Information-Theoretic Analysis of OOD Generalization in Meta-Reinforcement Learning

Receipt and verification

First computed	2026-07-05T03:56:13.485602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b67bee3a34d7d568d0f1701f27d8a0214cf091718e812fc850a5cf93c5ab03d

Aliases

arxiv: 1905.12917 · arxiv_version: 1905.12917v3 · doi: 10.48550/arxiv.1905.12917 · pith_short_12: FNT35Y5DJV6V · pith_short_16: FNT35Y5DJV6VNDIP · pith_short_8: FNT35Y5D

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/FNT35Y5DJV6VNDIPC4A7E7MKAI \
  | 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: 2b67bee3a34d7d568d0f1701f27d8a0214cf091718e812fc850a5cf93c5ab03d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "760b853b4ccdee09e354346066ad4a7d6c455624282e389672c035c755e4f41b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-30T09:07:22Z",
    "title_canon_sha256": "15b915145874c18114a6c7618658378dd9c09df25f104f189814a818bbfed922"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.12917",
    "kind": "arxiv",
    "version": 3
  }
}