Denis Makhov

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upvoted a paper 8 days ago

GeoPair: Geometry-Preserving Cross-Layer Factorization for Training-Free Transformer Compression

Paper • 2609.25963 • Published 11 days ago • 17

authored 3 papers 8 months ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published Feb 16 • 9

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

Paper • 2602.11008 • Published Feb 11 • 18

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning

Paper • 2509.22075 • Published Sep 26, 2025 • 23

upvoted 4 papers 8 months ago

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

Paper • 2508.04581 • Published Aug 6, 2025 • 6

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning

Paper • 2509.22075 • Published Sep 26, 2025 • 23

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

Paper • 2602.11008 • Published Feb 11 • 18

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published Feb 16 • 9