Dmitry Shopkhoev

dimitriish's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

authored 3 papers 3 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

COSPADI: Compressing LLMs via Calibration-Guided Sparse Dictionary Learning

Paper • 2509.22075 • Published Sep 26, 2025 • 23

authored a paper 8 months ago

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

Paper • 2508.04581 • Published Aug 6, 2025 • 6