Pith Number

pith:VVWYBCRW

pith:2021:VVWYBCRWRSNZASUHAFQ47OD76J

not attested not anchored not stored refs pending

Graph-based Neural Architecture Search with Operation Embeddings

George Dasoulas, Georgios Siolas, Michail Chatzianastasis, Michalis Vazirgiannis

arxiv:2105.04885 v2 · 2021-05-11 · cs.LG · cs.AI · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VVWYBCRWRSNZASUHAFQ47OD76J}

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	2026-07-05T03:06:26.167031Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad6d808a368c9b904a870161cfb87ff25030f40a6e55d1c7e453284417fd7f32

Aliases

arxiv: 2105.04885 · arxiv_version: 2105.04885v2 · doi: 10.48550/arxiv.2105.04885 · pith_short_12: VVWYBCRWRSNZ · pith_short_16: VVWYBCRWRSNZASUH · pith_short_8: VVWYBCRW

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/VVWYBCRWRSNZASUHAFQ47OD76J \
  | 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: ad6d808a368c9b904a870161cfb87ff25030f40a6e55d1c7e453284417fd7f32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c9264341d489cd95e5405d4990b0d4f35a7d24cc21ee655147e8b37d37059097",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-11T09:17:10Z",
    "title_canon_sha256": "0788d841fe13009b02a0e71c6c5871a64928e12e6d0edaa8b815dbec72de6110"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.04885",
    "kind": "arxiv",
    "version": 2
  }
}