Pith Number

pith:IZELMNJA

pith:2023:IZELMNJAVZFY3YZIGS4MKONPRE

not attested not anchored not stored refs pending

Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks

Meng Wang, Mohammed Nowaz Rabbani Chowdhury, Pin-Yu Chen, Shuai Zhang, Sijia Liu

arxiv:2306.04073 v1 · 2023-06-07 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZELMNJAVZFY3YZIGS4MKONPRE}

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	2026-07-05T06:28:37.259048Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4648b63520ae4b8de32834b8c539af890d320c3834c311e78a4001ed469bec4c

Aliases

arxiv: 2306.04073 · arxiv_version: 2306.04073v1 · doi: 10.48550/arxiv.2306.04073 · pith_short_12: IZELMNJAVZFY · pith_short_16: IZELMNJAVZFY3YZI · pith_short_8: IZELMNJA

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/IZELMNJAVZFY3YZIGS4MKONPRE \
  | 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: 4648b63520ae4b8de32834b8c539af890d320c3834c311e78a4001ed469bec4c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "35eda791ded05d30405487fde6f4b28bdfac7b8dfd02dc00e5261f454e3bd7fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-07T00:16:10Z",
    "title_canon_sha256": "6ff58536027bff211ded545a27f79515b3cbc06fd0e99f4e2577c009b535ceed"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.04073",
    "kind": "arxiv",
    "version": 1
  }
}