Pith Number

pith:VXLXUIIG

pith:2023:VXLXUIIGS3Q22RNEC2J5UHIRZF

not attested not anchored not stored refs pending

Synthetic DOmain-Targeted Augmentation (S-DOTA) Improves Model Generalization in Digital Pathology

Aaditya Prakash, Amaro Taylor-Weiner, Anand Sampat, Chintan Shah, Chirag Maheshwari, Daniel Shenker, Darren Fahy, Deeksha Kartik, Dinkar Juyal, Harshith Padigela, John Abel, Justin Lee, Kevin Rose, Luke Novak, Marc Thibault, Nidhi Chandra, Nitin Kumar Mittal, Raymond Biju, Sai Chowdary Gullapally, Sandhya Srinivasan, Victor Minden, Yibo Zhang, Zvi Goldstein

arxiv:2305.02401 v1 · 2023-05-03 · cs.CV · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VXLXUIIGS3Q22RNEC2J5UHIRZF}

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.

Receipt and verification

First computed	2026-07-05T06:36:35.046279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

add77a210696e1ad45a41693da1d11c975cacecde63d89b162b7e69f534cc964

Aliases

arxiv: 2305.02401 · arxiv_version: 2305.02401v1 · doi: 10.48550/arxiv.2305.02401 · pith_short_12: VXLXUIIGS3Q2 · pith_short_16: VXLXUIIGS3Q22RNE · pith_short_8: VXLXUIIG

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/VXLXUIIGS3Q22RNEC2J5UHIRZF \
  | 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: add77a210696e1ad45a41693da1d11c975cacecde63d89b162b7e69f534cc964

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74ca9b4a4baaeb67e07695ab767dc08d6505e6a7ecb3249a66985fe58ba1aafa",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-05-03T19:53:30Z",
    "title_canon_sha256": "3678e217c7c906b6c0098376cd94b67e01213d56532dff242a3c02ab5068b5b9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.02401",
    "kind": "arxiv",
    "version": 1
  }
}