Pith Number

pith:R3FCDIIU

pith:2024:R3FCDIIURJZSJ43BUPJK2WRPTZ

not attested not anchored not stored refs pending

ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing

Jianfei Chen, Jun Zhu, Ziteng Wang

arxiv:2412.14711 v2 · 2024-12-19 · 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{R3FCDIIURJZSJ43BUPJK2WRPTZ}

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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

6 papers in Pith

GeMoE: Gating Entropy is All You Need for Uncertainty-aware Adaptive Routing in MoE-based Large Vision-Language Models

Focusing on What Matters: Saliency-Harnessing Accurate Routing for Diffusion MoE

Toward Calibrated Mixture-of-Experts Under Distribution Shift

STAR: Rethinking MoE Routing as Structure-Aware Subspace Learning

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

Receipt and verification

First computed	2026-07-05T10:21:06.153408Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8eca21a1148a7324f361a3d2ad5a2f9e572e600cc24f501c90b452ea09e8678d

Aliases

arxiv: 2412.14711 · arxiv_version: 2412.14711v2 · doi: 10.48550/arxiv.2412.14711 · pith_short_12: R3FCDIIURJZS · pith_short_16: R3FCDIIURJZSJ43B · pith_short_8: R3FCDIIU

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/R3FCDIIURJZSJ43BUPJK2WRPTZ \
  | 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: 8eca21a1148a7324f361a3d2ad5a2f9e572e600cc24f501c90b452ea09e8678d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05558398e474381c498883fa72923fa2d4dbc2a92b2885eaf76094a94d52f7c8",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-19T10:21:20Z",
    "title_canon_sha256": "e56ef04c268b02d3941283b14c687280d99f78b920afca19fb97e95330a25095"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.14711",
    "kind": "arxiv",
    "version": 2
  }
}