Pith Number

pith:4KHD5D4F

pith:2025:4KHD5D4F6OINZPW6A53CWYHMCQ

not attested not anchored not stored refs pending

LEMUR Neural Network Dataset: Towards Seamless AutoML

Arash Torabi Goodarzi, Dmitry Ignatov, Furui Qin, Hojjat Torabi Goudarzi, Radu Timofte, Roman Kochnev, Tolgay Atinc Uzun, Waleed Khalid, Yash Kanubhai Kathiriya, Yashkumar Sanjaybhai Dhameliya, Zofia Antonina Bentyn

arxiv:2504.10552 v4 · 2025-04-14 · cs.LG · cs.AI · cs.CV · cs.DL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4KHD5D4F6OINZPW6A53CWYHMCQ}

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

10 papers in Pith

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis

A Retrieval-Augmented Generation Approach to Extracting Algorithmic Logic from Neural Networks

Preparation of Fractal-Inspired Computational Architectures for Advanced Large Language Model Analysis

Enhancing LLM-Based Neural Network Generation: Few-Shot Prompting and Efficient Validation for Automated Architecture Design

Closed-Loop LLM Discovery of Non-Standard Channel Priors in Vision Models

Receipt and verification

First computed	2026-06-02T02:04:05.690431Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e28e3e8f85f390dcbede07762b60ec1412e470b31a974933c22daf95e135261c

Aliases

arxiv: 2504.10552 · arxiv_version: 2504.10552v4 · doi: 10.48550/arxiv.2504.10552 · pith_short_12: 4KHD5D4F6OIN · pith_short_16: 4KHD5D4F6OINZPW6 · pith_short_8: 4KHD5D4F

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/4KHD5D4F6OINZPW6A53CWYHMCQ \
  | 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: e28e3e8f85f390dcbede07762b60ec1412e470b31a974933c22daf95e135261c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e38892c222fca665395399c8ce98290e4e8b102d5fd838b5e4d62d5db8f5faa",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.DL"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-14T09:08:00Z",
    "title_canon_sha256": "536077aa61667644d7ce932d205fecb5793cefe6832677e950c5109cf78010ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.10552",
    "kind": "arxiv",
    "version": 4
  }
}