Pith Number

pith:H3BFE3RD

pith:2022:H3BFE3RDCEH3M6ZWLJ2GFQWJWC

not attested not anchored not stored refs pending

NoisyMix: Boosting Model Robustness to Common Corruptions

Francisco Utrera, Michael W. Mahoney, N. Benjamin Erichson, Soon Hoe Lim, Winnie Xu, Ziang Cao

arxiv:2202.01263 v2 · 2022-02-02 · 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{H3BFE3RDCEH3M6ZWLJ2GFQWJWC}

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

1 paper in Pith

SegTTA: Training-Free Test-Time Augmentation for Zero-Shot Medical Imaging Segmentation

Receipt and verification

First computed	2026-07-05T04:25:15.366589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3ec2526e23110fb67b365a7462c2c9b0b729e32d3a4db3b7f032206dabebf6f8

Aliases

arxiv: 2202.01263 · arxiv_version: 2202.01263v2 · doi: 10.48550/arxiv.2202.01263 · pith_short_12: H3BFE3RDCEH3 · pith_short_16: H3BFE3RDCEH3M6ZW · pith_short_8: H3BFE3RD

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/H3BFE3RDCEH3M6ZWLJ2GFQWJWC \
  | 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: 3ec2526e23110fb67b365a7462c2c9b0b729e32d3a4db3b7f032206dabebf6f8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5cbe44ab6c7a08349f6e42631c0b5dbfb9c1c354925c2f6233af22ff61ee0153",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-02-02T19:53:35Z",
    "title_canon_sha256": "4a219bc97c9859e831ecffed5939a1e1ed7de3c317e87500e1d09da50de98a6e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.01263",
    "kind": "arxiv",
    "version": 2
  }
}