Pith Number

pith:YK7J6YGN

pith:2019:YK7J6YGNWAR22TOHVD6MRRQY6C

not attested not anchored not stored refs pending

Generated Loss, Augmented Training, and Multiscale VAE

Gautam Hathi, Jason Chou

arxiv:1904.10446 v1 · 2019-04-23 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YK7J6YGNWAR22TOHVD6MRRQY6C}

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	2026-05-17T23:47:54.142702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2be9f60cdb023ad4dc7a8fcc8c618f0ab46d220eab45e0b7f87af70b978a65b

Aliases

arxiv: 1904.10446 · arxiv_version: 1904.10446v1 · doi: 10.48550/arxiv.1904.10446 · pith_short_12: YK7J6YGNWAR2 · pith_short_16: YK7J6YGNWAR22TOH · pith_short_8: YK7J6YGN

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/YK7J6YGNWAR22TOHVD6MRRQY6C \
  | 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: c2be9f60cdb023ad4dc7a8fcc8c618f0ab46d220eab45e0b7f87af70b978a65b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4fabf532218917011f7c0230b33cba29e1f69d7db3690812aa928e3929ebf7b7",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-23T17:53:59Z",
    "title_canon_sha256": "cedcbf40248d42512ccc8325f005f0dac98f37f4cd97c0c30e707b9bf45df455"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.10446",
    "kind": "arxiv",
    "version": 1
  }
}