Pith Number

pith:MDZGAIT7

pith:2024:MDZGAIT7SPRHBJLBSPF5RZ2OKV

not attested not anchored not stored refs pending

Data Augmentation with Variational Autoencoder for Imbalanced Dataset

Arthur Charpentier, Denys Pommeret, Samuel Stocksieker

arxiv:2412.07039 v1 · 2024-12-09 · 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{MDZGAIT7SPRHBJLBSPF5RZ2OKV}

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

Taming Data Challenges in ML-based Security Tasks Using Generative AI

Receipt and verification

First computed	2026-07-05T09:47:02.713783Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

60f260227f93e270a56193cbd8e74e55616a68900ab8e98c345d8306a0cb05d1

Aliases

arxiv: 2412.07039 · arxiv_version: 2412.07039v1 · doi: 10.48550/arxiv.2412.07039 · pith_short_12: MDZGAIT7SPRH · pith_short_16: MDZGAIT7SPRHBJLB · pith_short_8: MDZGAIT7

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/MDZGAIT7SPRHBJLBSPF5RZ2OKV \
  | 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: 60f260227f93e270a56193cbd8e74e55616a68900ab8e98c345d8306a0cb05d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c274c3de5f652f12c9e17b3698d9c3033ce69cbb16f6d5939dd2c5082d7bd2d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-09T22:59:03Z",
    "title_canon_sha256": "9860e69412b8739a5372fdd18e867bff013d22648af8e738c7790995ef12b2c0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07039",
    "kind": "arxiv",
    "version": 1
  }
}