Pith Number

pith:BEZZOYHO

pith:2024:BEZZOYHOYF245PJ4W34NOHLJY3

not attested not anchored not stored refs pending

Improved AutoEncoder with LSTM module and KL divergence

Bingyang Zhang, Hua Gao, Kaituo Zhang, Rongchun Wan, Wei Huang

arxiv:2404.19247 v2 · 2024-04-30 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{BEZZOYHOYF245PJ4W34NOHLJY3}

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	2026-07-05T09:36:11.203387Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

09339760eec175cebd3cb6f8d71d69c6eba742adb6afa6674d191e7274aac234

Aliases

arxiv: 2404.19247 · arxiv_version: 2404.19247v2 · doi: 10.48550/arxiv.2404.19247 · pith_short_12: BEZZOYHOYF24 · pith_short_16: BEZZOYHOYF245PJ4 · pith_short_8: BEZZOYHO

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/BEZZOYHOYF245PJ4W34NOHLJY3 \
  | 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: 09339760eec175cebd3cb6f8d71d69c6eba742adb6afa6674d191e7274aac234

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3b7a2da3fb02ef98f80b0337e981cff716f32d0a6a642ade5bc34d5b6e87f818",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-30T04:11:21Z",
    "title_canon_sha256": "e33ea0d4c89e989fef1d29983509f7f9fe55082a411f7879d58cab5f8f9f0efd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.19247",
    "kind": "arxiv",
    "version": 2
  }
}