Stamatis Lefkimmiatis

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upvoted a paper 1 day ago

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

Paper • 2609.25963 • Published 4 days ago • 12

upvoted 2 papers 7 months ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published Feb 16 • 8

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

Paper • 2602.11008 • Published Feb 11 • 18

upvoted a paper over 1 year ago

ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization

Paper • 2505.02819 • Published Feb 19 • 26

authored a paper over 1 year ago

ReplaceMe: Network Simplification via Depth Pruning and Transformer Block Linearization

Paper • 2505.02819 • Published Feb 19 • 26