Pith Number

pith:3O4VCUK2

pith:2019:3O4VCUK2SKMP2GBME67F7IEQ36

not attested not anchored not stored refs pending

Understanding and Robustifying Differentiable Architecture Search

Arber Zela, Frank Hutter, Thomas Brox, Thomas Elsken, Tonmoy Saikia, Yassine Marrakchi

arxiv:1909.09656 v2 · 2019-09-20 · cs.LG · cs.AI · cs.CV · 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{3O4VCUK2SKMP2GBME67F7IEQ36}

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

Bilevel Optimization for Neural Architecture Search

Harvesting AI Computation at the Edge via Generic Approximation

Active Imitation Learning for Thermal- and Kernel-Aware LFM Inference on 3D S-NUCA Many-Cores

Receipt and verification

First computed	2026-07-05T00:36:37.506408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbb951515a9298fd182c27be5fa090dfb7b30b6b1320f57c86a5be8ddd202e6b

Aliases

arxiv: 1909.09656 · arxiv_version: 1909.09656v2 · doi: 10.48550/arxiv.1909.09656 · pith_short_12: 3O4VCUK2SKMP · pith_short_16: 3O4VCUK2SKMP2GBM · pith_short_8: 3O4VCUK2

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/3O4VCUK2SKMP2GBME67F7IEQ36 \
  | 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: dbb951515a9298fd182c27be5fa090dfb7b30b6b1320f57c86a5be8ddd202e6b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c690709896fb0b5594e9a5730573c2c02378bb272f1da288bc730f13d06b231d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-20T18:03:06Z",
    "title_canon_sha256": "c654da795c39079b86ebb0fbe25aab1d24fbcb74522eb73efa8b81b7032cbfd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.09656",
    "kind": "arxiv",
    "version": 2
  }
}