Dmitry Shopkhoev

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upvoted a paper 4 days ago

ROCKET: Rapid Optimization via Calibration-guided Knapsack Enhanced Truncation for Efficient Model Compression

Paper • 2602.11008 • Published 5 days ago • 15

upvoted an article 4 months ago

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Article

Mixture of Experts Explained

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Dec 11, 2023

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1.07k

upvoted 2 papers 5 months ago

Share Your Attention: Transformer Weight Sharing via Matrix-based Dictionary Learning

Paper • 2508.04581 • Published Aug 6, 2025 • 5

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning

Paper • 2509.22075 • Published Sep 26, 2025 • 22

upvoted 2 papers 10 months ago

ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations

Paper • 2505.02819 • Published May 5, 2025 • 26

Iterative Self-Training for Code Generation via Reinforced Re-Ranking

Paper • 2504.09643 • Published Apr 13, 2025 • 34