Pith Number

pith:AMYQZKRP

pith:2019:AMYQZKRPLFPCHY5DZ4KRS7DWOC

not attested not anchored not stored refs pending

Adversarial Augmentation for Enhancing Classification of Mammography Images

Anton S. Becker, Ender Konukoglu, Lukas Jendele, Ondrej Skopek

arxiv:1902.07762 v1 · 2019-02-20 · 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{AMYQZKRPLFPCHY5DZ4KRS7DWOC}

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	2026-05-17T23:53:03.937004Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

03310caa2f595e23e3a3cf15197c7670a39b2996968bf0bdcf4e29d56436f8b1

Aliases

arxiv: 1902.07762 · arxiv_version: 1902.07762v1 · doi: 10.48550/arxiv.1902.07762 · pith_short_12: AMYQZKRPLFPC · pith_short_16: AMYQZKRPLFPCHY5D · pith_short_8: AMYQZKRP

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/AMYQZKRPLFPCHY5DZ4KRS7DWOC \
  | 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: 03310caa2f595e23e3a3cf15197c7670a39b2996968bf0bdcf4e29d56436f8b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1ad29bc6853a7abe512fd1329b4d46720aaea03f4ac63b3fb3ad39138ee6ca22",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-02-20T20:13:24Z",
    "title_canon_sha256": "1d0c7e1810fde973a42e218f3a71b31f725ea114cadf44366008a4dd7dc5a128"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.07762",
    "kind": "arxiv",
    "version": 1
  }
}