Pith Number

pith:UK7SWWQI

pith:2023:UK7SWWQIDVZ5RH2I7A2QN3PQBY

not attested not anchored not stored refs pending

Efficacy of Neural Prediction-Based Zero-Shot NAS

Minh Le, Ngoc Hoang Luong, Nhan Nguyen

arxiv:2308.16775 v3 · 2023-08-31 · 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{UK7SWWQIDVZ5RH2I7A2QN3PQBY}

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	2026-07-05T06:53:09.662763Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a2bf2b5a081d73d89f48f83506edf00e20981546bf508a58ff61dd1f3ada92de

Aliases

arxiv: 2308.16775 · arxiv_version: 2308.16775v3 · doi: 10.48550/arxiv.2308.16775 · pith_short_12: UK7SWWQIDVZ5 · pith_short_16: UK7SWWQIDVZ5RH2I · pith_short_8: UK7SWWQI

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/UK7SWWQIDVZ5RH2I7A2QN3PQBY \
  | 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: a2bf2b5a081d73d89f48f83506edf00e20981546bf508a58ff61dd1f3ada92de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d176f48de49669c792aea6b3ef6b88de2376da552018823e1f75accb450fa130",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-31T14:54:06Z",
    "title_canon_sha256": "312cc0aef285fcda75ebc09664c095b621bb279fbe6ad07d1b8bc37c865ad70d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.16775",
    "kind": "arxiv",
    "version": 3
  }
}