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Low-rank compression

Papers

Showing 2130 of 34 papers

TitleStatusHype
Penrose Tiled Low-Rank Compression and Section-Wise Q&A Fine-Tuning: A General Framework for Domain-Specific Large Language Model Adaptation0
Semi-tensor Product-based TensorDecomposition for Neural Network Compression0
Theoretical Guarantees for Low-Rank Compression of Deep Neural Networks0
FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization0
A flexible, extensible software framework for model compression based on the LC algorithm0
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank0
AntMan: Sparse Low-Rank Compression to Accelerate RNN inference0
Approximate FPGA-based LSTMs under Computation Time Constraints0
Basis Selection: Low-Rank Decomposition of Pretrained Large Language Models for Target Applications0
Cognitive Memory in Large Language Models0
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