Pith Number

pith:2YHHRKII

pith:2026:2YHHRKIIUY7CFR6JQOPW6TX4RP

not attested not anchored not stored refs pending

Generative Augmentation for EEG Motor Imagery Classification: A Class-Conditional VAE with Cycle-Consistent Decoder Refinement

Alain Sirois, Claire Ben Ali, Fabien Lotte, Florian Yger, Matei Moldoveanu

arxiv:2607.22733 v1 · 2026-07-22 · 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{2YHHRKIIUY7CFR6JQOPW6TX4RP}

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	2026-07-28T00:21:51.691572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d60e78a908a63e22c7c9839f6f4efc8bfc3c23e43ce7100dd5aa4734b386e718

Aliases

arxiv: 2607.22733 · arxiv_version: 2607.22733v1 · doi: 10.48550/arxiv.2607.22733 · pith_short_12: 2YHHRKIIUY7C · pith_short_16: 2YHHRKIIUY7CFR6J · pith_short_8: 2YHHRKII

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/2YHHRKIIUY7CFR6JQOPW6TX4RP \
  | 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: d60e78a908a63e22c7c9839f6f4efc8bfc3c23e43ce7100dd5aa4734b386e718

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb00c44c4321d52b12d44a527b288e8d66050486c1155774cdfec4fefd6e5514",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2026-07-22T12:16:16Z",
    "title_canon_sha256": "5b1566a175188507b2e60393a165e0f85965016fb834eace02f8782142c32d5b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.22733",
    "kind": "arxiv",
    "version": 1
  }
}