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Low-rank compression

Papers

Showing 21–30 of 34 papers

TitleStatusHype
Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer—0
MLorc: Momentum Low-rank Compression for Large Language Model Adaptation—0
Model compression as constrained optimization, with application to neural nets. Part V: combining compressions—0
Penrose Tiled Low-Rank Compression and Section-Wise Q&A Fine-Tuning: A General Framework for Domain-Specific Large Language Model Adaptation—0
Semi-tensor Product-based TensorDecomposition for Neural Network Compression—0
Theoretical Guarantees for Low-Rank Compression of Deep Neural Networks—0
LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy—0
Domain-adaptive deep network compressionCode0
Compact Model Training by Low-Rank Projection with Energy TransferCode0
CALoR: Towards Comprehensive Model Inversion DefenseCode0
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