Pith Number

pith:FBLUWIFR

pith:2019:FBLUWIFR4FIXYEFPCZBX2ZPIQ7

not attested not anchored not stored refs pending

When Unseen Domain Generalization is Unnecessary? Rethinking Data Augmentation

Andriy Myronenko, Baris Turkbey, Daguang Xu, Dong Yang, Holger Roth, Ling Zhang, Stephanie Harmon, Thomas Sanford, Xiaosong Wang, Ziyue Xu

arxiv:1906.03347 v2 · 2019-06-07 · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FBLUWIFR4FIXYEFPCZBX2ZPIQ7}

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

FunduSegmenter: Leveraging the RETFound Foundation Model for Joint Optic Disc and Optic Cup Segmentation in Retinal Fundus Images

Receipt and verification

First computed	2026-05-17T23:43:32.471037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

28574b20b1e1517c10af16437d65e887c0fd72b3867b8b728912473e5576875c

Aliases

arxiv: 1906.03347 · arxiv_version: 1906.03347v2 · doi: 10.48550/arxiv.1906.03347 · pith_short_12: FBLUWIFR4FIX · pith_short_16: FBLUWIFR4FIXYEFP · pith_short_8: FBLUWIFR

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/FBLUWIFR4FIXYEFPCZBX2ZPIQ7 \
  | 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: 28574b20b1e1517c10af16437d65e887c0fd72b3867b8b728912473e5576875c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d38265e18ebe0c8ff935ee85051092d10794d7259eeb244bb43c02687f7796c",
    "cross_cats_sorted": [
      "eess.IV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-06-07T22:25:06Z",
    "title_canon_sha256": "cbb38b58c96211b8a85b1921d57ea328041e5bd94fbc5fc58cc4d284d7fe2c2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.03347",
    "kind": "arxiv",
    "version": 2
  }
}