Pith Number

pith:XHW4WRC6

pith:2020:XHW4WRC6KE2QDOTWQ44FTRNAHS

not attested not anchored not stored refs pending

Evaluating Prediction-Time Batch Normalization for Robustness under Covariate Shift

Alexander D'Amour, Balaji Lakshminarayanan, D. Sculley, Jasper Snoek, Shreyas Padhy, Zachary Nado

arxiv:2006.10963 v3 · 2020-06-19 · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{XHW4WRC6KE2QDOTWQ44FTRNAHS}

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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

14 papers in Pith

T-VSS: Test-Time Visual Subspace Steering for Adversarial Robustness of Vision-Language Models

Multi-Hypothesis Test-Time Adaptation to Mitigate Underspecification

Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging

Learning Topology-Aware Representations via Test-Time Adaptation for Anomaly Segmentation

Quantum Tunneling-Aware Machine Learning: Physics-Derived Noise Models for Robust Deployment

Receipt and verification

First computed	2026-07-05T02:07:03.487609Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b9edcb445e513501ba76873859c5a03c8c34209ffea6d5944e141bd0fdfff13f

Aliases

arxiv: 2006.10963 · arxiv_version: 2006.10963v3 · doi: 10.48550/arxiv.2006.10963 · pith_short_12: XHW4WRC6KE2Q · pith_short_16: XHW4WRC6KE2QDOTW · pith_short_8: XHW4WRC6

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/XHW4WRC6KE2QDOTWQ44FTRNAHS \
  | 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: b9edcb445e513501ba76873859c5a03c8c34209ffea6d5944e141bd0fdfff13f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c9dba69be8a88eb09e37f26f03354acf3bb1a16e1ca39f8fc6b0c7b4b371a12",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-19T05:08:43Z",
    "title_canon_sha256": "1daf0310627ecf834fdfab1b743f54d22e0605727fd3b5fdb14d22427dc097e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.10963",
    "kind": "arxiv",
    "version": 3
  }
}