BruceMicheal

BruceMM

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upvoted a paper 9 days ago

What Really Works for Universal Multimodal Embeddings? A Controlled Study of Contrastive Training Strategies

upvoted a paper 9 days ago

Long-Horizon RL Needs Muon

upvoted a paper 9 days ago

Explaining the Roles of Experts in Mixture-of-Experts LLMs for Personalization

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upvoted 6 papers 9 days ago

What Really Works for Universal Multimodal Embeddings? A Controlled Study of Contrastive Training Strategies

Paper • 2610.15035 • Published 19 days ago • 17

Long-Horizon RL Needs Muon

Paper • 2610.20256 • Published 15 days ago • 30

Explaining the Roles of Experts in Mixture-of-Experts LLMs for Personalization

Paper • 2610.22127 • Published 14 days ago • 5

Learning to Read Out: Unembedding Dynamics in Language Model Pretraining

Paper • 2610.21025 • Published 15 days ago • 10

LEV: Thinking Fast and Deep with Looped Decision Models

Paper • 2610.20951 • Published 15 days ago • 106

SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum

Paper • 2610.26824 • Published 10 days ago • 89

upvoted a paper 28 days ago

Periodic Weak Spots: Phase Sensitivity from Chunked KV-Cache Compression

Paper • 2609.36322 • Published Sep 28 • 120

upvoted 2 papers 5 months ago

Redesign Mixture-of-Experts Routers with Manifold Power Iteration

Paper • 2606.12397 • Published Jun 10 • 91

Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings

Paper • 2606.07502 • Published Jun 5 • 100

upvoted a paper 10 months ago

Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss

Paper • 2512.23447 • Published Dec 29, 2025 • 100