Pith Number

pith:JOTBVBRL

pith:2024:JOTBVBRLQDT25ULSG5VO5W4BNF

not attested not anchored not stored refs pending

ViMoE: An Empirical Study of Designing Vision Mixture-of-Experts

Chenhui Qiang, Longhui Wei, Qi Tian, Xin He, Xumeng Han, Yingfei Sun, Zhenjun Han, Zhiyang Dou, Zipeng Wang

arxiv:2410.15732 v2 · 2024-10-21 · cs.CV

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\usepackage{pith}
\pithnumber{JOTBVBRLQDT25ULSG5VO5W4BNF}

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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.

Cited by

7 papers in Pith

FaceMoE: Mixture of Experts for Low-Resolution Face Recognition

ExPLoRe: Expert Patch-Level Loss Routing for Multi-Objective Masked Image Modeling

Beyond Routing: Characterising Expert Tuning and Representation in Vision Mixture-of-Experts

When Does Sparse MoE Help in Vision? The Role of Backbone Compute Leverage in Sparse Routing

DoReMi: Bridging 3D Domains via Topology-Aware Domain-Representation Mixture of Experts

Receipt and verification

First computed	2026-07-05T09:40:20.279094Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ba61a862b80e7aed172376aeedb81694878cab1e110cdf49a1fc4eab1be549c

Aliases

arxiv: 2410.15732 · arxiv_version: 2410.15732v2 · doi: 10.48550/arxiv.2410.15732 · pith_short_12: JOTBVBRLQDT2 · pith_short_16: JOTBVBRLQDT25ULS · pith_short_8: JOTBVBRL

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/JOTBVBRLQDT25ULSG5VO5W4BNF \
  | 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: 4ba61a862b80e7aed172376aeedb81694878cab1e110cdf49a1fc4eab1be549c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "adf91808b9c55b6423e71d99da260b18eb1d8c32d8c543ecfaa23b83eeaf87a8",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-21T07:51:17Z",
    "title_canon_sha256": "dbb7457499eef48c4f45f617a1d7a6c6608f0c08d818704d7c274ce568f47760"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15732",
    "kind": "arxiv",
    "version": 2
  }
}