Ammar Ali

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authored a paper about 8 hours ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published 2 days ago • 5

submitted a paper to Daily Papers about 9 hours ago

COMPOT: Calibration-Optimized Matrix Procrustes Orthogonalization for Transformers Compression

Paper • 2602.15200 • Published 2 days ago • 5

authored a paper 6 days ago

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

Paper • 2602.11008 • Published 7 days ago • 17

submitted a paper to Daily Papers 6 days ago

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

Paper • 2602.11008 • Published 7 days ago • 17

authored 2 papers 5 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

authored a paper 10 months ago

ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations

Paper • 2505.02819 • Published May 5, 2025 • 26