MarcusBryan

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upvoted 7 papers 5 days ago

Embeddings Are Overpriced? A Frozen 16 MB Vocabulary for Small and Ternary Language Models

Paper • 2610.22428 • Published 11 days ago • 20

Unlimited OCR Works

Paper • 2606.23050 • Published Jun 22 • 97

YuE2: Unifying Symbolic and Audio Music Generation at Frontier Quality

Paper • 2609.33757 • Published 29 days ago • 206

Beyond Domain-Routed Supervision: Cross-Teacher Guarding for Multi-Teacher On-Policy Distillation

Paper • 2610.13521 • Published 17 days ago • 95

SpecMRL: Redesign Matryoshka Representation Learning within Parametric Spectrum

Paper • 2610.26824 • Published 7 days ago • 89

Xiaomi-Lens-0 Technical Report

Paper • 2610.23279 • Published 10 days ago • 49

Lexical Reference Frames: Interpreting LM Residual Streams in Native Semantics

Paper • 2610.22169 • Published 11 days ago • 55

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 9 months ago

SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning

Paper • 2602.02472 • Published Feb 2 • 48

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