pith. sign in
Pith Number

pith:N47FITKV

pith:2018:N47FITKV3FFHSX6BLZY7WLWBRE
not attested not anchored not stored refs pending

Deep Mixture of Experts via Shallow Embedding

Azalia Mirhoseini, Fisher Yu, Joseph E. Gonzalez, Lisa Dunlap, Ruth Wang, Trevor Darrell, Xin Wang, Yi-An Ma

arxiv:1806.01531 v3 · 2018-06-05 · cs.CV

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{N47FITKV3FFHSX6BLZY7WLWBRE}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more

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 2026-05-17T23:48:45.797305Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

6f3e544d55d94a795fc15e71fb2ec1891cc429d223c443f6695915035ee1f7dc

Aliases

arxiv: 1806.01531 · arxiv_version: 1806.01531v3 · doi: 10.48550/arxiv.1806.01531 · pith_short_12: N47FITKV3FFH · pith_short_16: N47FITKV3FFHSX6B · pith_short_8: N47FITKV
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/N47FITKV3FFHSX6BLZY7WLWBRE \
  | 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: 6f3e544d55d94a795fc15e71fb2ec1891cc429d223c443f6695915035ee1f7dc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "87cce1dc4e9dac30302c17f5a349f43d68ab093463c2cd98cc536bd15541e462",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-06-05T07:41:04Z",
    "title_canon_sha256": "5988cb085c073206a7c1b9933d332c4c2e0ce65e54bd5d4dd861e66492fa67c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.01531",
    "kind": "arxiv",
    "version": 3
  }
}