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Pith
Pith Number

pith:345U24FA

pith:2024:345U24FATGD56GTTO7HC4DTKJM
not attested not anchored not stored refs pending

FR-NAS: Forward-and-Reverse Graph Predictor for Efficient Neural Architecture Search

Haoming Zhang, Ran Cheng

arxiv:2404.15622 v1 · 2024-04-24 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{345U24FATGD56GTTO7HC4DTKJM}

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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 2026-07-05T08:11:30.697499Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

df3b4d70a09987df1a7377ce2e0e6a4b07aaa0dabe1733d1fabc5d61afcaa855

Aliases

arxiv: 2404.15622 · arxiv_version: 2404.15622v1 · doi: 10.48550/arxiv.2404.15622 · pith_short_12: 345U24FATGD5 · pith_short_16: 345U24FATGD56GTT · pith_short_8: 345U24FA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/345U24FATGD56GTTO7HC4DTKJM \
  | 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: df3b4d70a09987df1a7377ce2e0e6a4b07aaa0dabe1733d1fabc5d61afcaa855
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6f3e9a0305f38240d919b1ea2dc5e854dabbd1a0f3ebd2b4a44d0d750c2b9dd6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-24T03:22:49Z",
    "title_canon_sha256": "7025f6eff037bbaabbfc8d35d30c74b80a12b9b65526f21f69a2f8ea3051f69a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.15622",
    "kind": "arxiv",
    "version": 1
  }
}