Pith Number

pith:ZNASVAWN

pith:2021:ZNASVAWN47R75QUPM6OVBKWQNW

not attested not anchored not stored refs pending

Scaling Vision with Sparse Mixture of Experts

Andr\'e Susano Pinto, Basil Mustafa, Carlos Riquelme, Daniel Keysers, Joan Puigcerver, Maxim Neumann, Neil Houlsby, Rodolphe Jenatton

arxiv:2106.05974 v1 · 2021-06-10 · cs.CV · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNASVAWN47R75QUPM6OVBKWQNW}

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.

Cited by

4 papers in Pith

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

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

ST-MoE: Designing Stable and Transferable Sparse Expert Models

Continuous Expert Assembly: Instance-Conditioned Low-Rank Residuals for All-in-One Image Restoration

Receipt and verification

First computed	2026-07-05T02:48:24.488249Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb412a82cde7e3fec28f679d50aad06d8217018e697a9cc68ca4b47bbb8abc7b

Aliases

arxiv: 2106.05974 · arxiv_version: 2106.05974v1 · doi: 10.48550/arxiv.2106.05974 · pith_short_12: ZNASVAWN47R7 · pith_short_16: ZNASVAWN47R75QUP · pith_short_8: ZNASVAWN

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/ZNASVAWN47R75QUPM6OVBKWQNW \
  | 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: cb412a82cde7e3fec28f679d50aad06d8217018e697a9cc68ca4b47bbb8abc7b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dd757bc0599de7b72d581e163d2cafa74a42a4ae66894710354e4718ed096f5c",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-06-10T17:10:56Z",
    "title_canon_sha256": "60fd717b61f01132debec6893a14497b504462d74cb4ee7d28935a4b0df01004"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.05974",
    "kind": "arxiv",
    "version": 1
  }
}