Pith Number

pith:BXHQ63LB

pith:2018:BXHQ63LBQFAGPAUWQEBU3MK5PX

not attested not anchored not stored refs pending

SNAS: Stochastic Neural Architecture Search

Chunxiao Liu, Hehui Zheng, Liang Lin, Sirui Xie

arxiv:1812.09926 v3 · 2018-12-24 · 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{BXHQ63LBQFAGPAUWQEBU3MK5PX}

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

3 papers in Pith

SURGE: Surrogate Gradient Adaptation in Binary Neural Networks

Spiking Neural Network Architecture Search: A Survey

SURGE: Surrogate Gradient Adaptation in Binary Neural Networks

Receipt and verification

First computed	2026-07-05T00:51:51.353128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0dcf0f6d61814067829681034db15d7dd4b705ea679c28f213fbee3acb18a9a2

Aliases

arxiv: 1812.09926 · arxiv_version: 1812.09926v3 · doi: 10.48550/arxiv.1812.09926 · pith_short_12: BXHQ63LBQFAG · pith_short_16: BXHQ63LBQFAGPAUW · pith_short_8: BXHQ63LB

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/BXHQ63LBQFAGPAUWQEBU3MK5PX \
  | 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: 0dcf0f6d61814067829681034db15d7dd4b705ea679c28f213fbee3acb18a9a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ff505c2e572a7014486af351bec252a6a7cad5b27c8161d0cfd929a61f824db",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-24T14:13:16Z",
    "title_canon_sha256": "6732ce62d356f6217f5cb6664979af9f5a7f104a633c67f7bec9e1fdd1a7452c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.09926",
    "kind": "arxiv",
    "version": 3
  }
}