Pith Number

pith:MHS27ZKZ

pith:2020:MHS27ZKZYPQ42YVIUUK2S6OGHB

not attested not anchored not stored refs pending

Improving robustness against common corruptions by covariate shift adaptation

Evgenia Rusak, Luisa Eck, Matthias Bethge, Oliver Bringmann, Steffen Schneider, Wieland Brendel

arxiv:2006.16971 v2 · 2020-06-30 · cs.LG · cs.CV · 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{MHS27ZKZYPQ42YVIUUK2S6OGHB}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

4 papers in Pith

Test-Time Distillation for Continual Model Adaptation

DoSReMC: Domain Shift Resilient Mammography Classification using Batch Normalization Adaptation

Neural Collapse in Test-Time Adaptation

Tent: Fully Test-time Adaptation by Entropy Minimization

Receipt and verification

First computed	2026-07-05T01:45:29.007336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61e5afe559c3e1cd62a8a515a979c6386295a398f8c1f54e5462bf437482c5c6

Aliases

arxiv: 2006.16971 · arxiv_version: 2006.16971v2 · doi: 10.48550/arxiv.2006.16971 · pith_short_12: MHS27ZKZYPQ4 · pith_short_16: MHS27ZKZYPQ42YVI · pith_short_8: MHS27ZKZ

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/MHS27ZKZYPQ42YVIUUK2S6OGHB \
  | 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: 61e5afe559c3e1cd62a8a515a979c6386295a398f8c1f54e5462bf437482c5c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "80fd84a1aceabcb6fff448a882f63bea608b6bc58b6e35ac1dd6aa63e2f517c7",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-30T17:01:37Z",
    "title_canon_sha256": "a41a94229c7e8b9fc660afc3878417179eb813f9af862cfaabeb4429ee705cfe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.16971",
    "kind": "arxiv",
    "version": 2
  }
}