Pith Number

pith:A2LWOUA3

pith:2019:A2LWOUA3HTLOXPVWR6AYHU5CE4

not attested not anchored not stored refs pending

Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation

Ben Poole, Dong Yin, Ekin D. Cubuk, Justin Gilmer, Raphael Gontijo Lopes

arxiv:1906.02611 v1 · 2019-06-06 · 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{A2LWOUA3HTLOXPVWR6AYHU5CE4}

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

2 papers in Pith

How Data Augmentation Shapes Neural Representations

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

Receipt and verification

First computed	2026-05-17T23:44:00.603647Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

069767501b3cd6ebbeb68f8183d3a22739a72b590dcd461080766938746550ef

Aliases

arxiv: 1906.02611 · arxiv_version: 1906.02611v1 · doi: 10.48550/arxiv.1906.02611 · pith_short_12: A2LWOUA3HTLO · pith_short_16: A2LWOUA3HTLOXPVW · pith_short_8: A2LWOUA3

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/A2LWOUA3HTLOXPVWR6AYHU5CE4 \
  | 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: 069767501b3cd6ebbeb68f8183d3a22739a72b590dcd461080766938746550ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7dc1d3b900ebe3ebb6da545fd64c03a6320370cc45eb408cf500dcbe1dd1d800",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-06T17:54:24Z",
    "title_canon_sha256": "4e101fe14403010e566071c1a0993c08df3b8e29c00cc028303d7f7c30b74afd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.02611",
    "kind": "arxiv",
    "version": 1
  }
}