Pith Number

pith:57HLTVDE

pith:2022:57HLTVDEWLEKD4IBSA7E6OCDGX

not attested not anchored not stored refs pending

CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks

Bo Zhao, Derong Liu, Xuan Rao

arxiv:2211.05950 v2 · 2022-11-11 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{57HLTVDEWLEKD4IBSA7E6OCDGX}

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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

FX-DARTS: Designing Topology-unconstrained Architectures with Differentiable Architecture Search and Entropy-based Super-network Shrinking

Receipt and verification

First computed	2026-07-05T10:53:42.202921Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

efceb9d464b2c8a1f101903e4f384335d4944720d12c915b2b56338caedc600d

Aliases

arxiv: 2211.05950 · arxiv_version: 2211.05950v2 · doi: 10.48550/arxiv.2211.05950 · pith_short_12: 57HLTVDEWLEK · pith_short_16: 57HLTVDEWLEKD4IB · pith_short_8: 57HLTVDE

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/57HLTVDEWLEKD4IBSA7E6OCDGX \
  | 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: efceb9d464b2c8a1f101903e4f384335d4944720d12c915b2b56338caedc600d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b533ceb412d9868fb0feb0d988171c73ac28b917003af7de7e25b9ac178eaad",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-11T01:55:11Z",
    "title_canon_sha256": "11e2ab3d5499be8dcfc5540423791469e049d23fcd02682c5aa0d67227a184b6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.05950",
    "kind": "arxiv",
    "version": 2
  }
}