Pith Number

pith:QQGR4IDR

pith:2023:QQGR4IDRFBAGCRF5JJES5I37OL

not attested not anchored not stored refs pending

Neural Architecture Search: Insights from 1000 Papers

Arber Zela, Binxin Ru, Colin White, Debadeepta Dey, Frank Hutter, Mahmoud Safari, Rhea Sukthanker, Thomas Elsken

arxiv:2301.08727 v2 · 2023-01-20 · cs.LG · cs.AI · 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{QQGR4IDRFBAGCRF5JJES5I37OL}

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

14 papers in Pith

Neural Architecture Search for Generative Adversarial Networks: A Comprehensive Review and Critical Analysis

Running hardware-aware neural architecture search on embedded devices under 512MB of RAM

Convergence Theory for Iterative LLM-Based Neural Architecture Search: A Parametric Cross-Entropy Framework with Closed-Form Proxy Reliability

Universal Time-Series Representation Learning: A Survey

On Efficient Variants of Segment Anything Model: A Survey

Receipt and verification

First computed	2026-07-05T05:35:48.553469Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

840d1e207128406144bd4a492ea37f72d4bdf7124a81bd632baf0b604621ad5d

Aliases

arxiv: 2301.08727 · arxiv_version: 2301.08727v2 · doi: 10.48550/arxiv.2301.08727 · pith_short_12: QQGR4IDRFBAG · pith_short_16: QQGR4IDRFBAGCRF5 · pith_short_8: QQGR4IDR

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/QQGR4IDRFBAGCRF5JJES5I37OL \
  | 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: 840d1e207128406144bd4a492ea37f72d4bdf7124a81bd632baf0b604621ad5d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "617ab8fc6223a53078f626981605b40352fa8354e3b46065d70a2a5423b6f380",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-20T18:47:24Z",
    "title_canon_sha256": "db4b15304f54e3a90d2b468b37d3ab9f4fc90297b7981f09e0f8ec5b3968b30b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.08727",
    "kind": "arxiv",
    "version": 2
  }
}