Computer Science, Information Theory
Tag: compression
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Artificial Intelligence, Computer Science
Efficient Inference of Large Language Models
Audio and Speech Processing, Electrical Engineering and Systems Science
Designing a Versatile Sound Analysis Toolbox for Hearing-Based Audio Processing
Computation and Language, Computer Science
Enhancing Data Quality and Efficiency in Natural Language Processing with Comprehensive Pipeline
Computer Science, Distributed, Parallel, and Cluster Computing
Fast Prefix Sums for Data Compression and Join Algorithms
Computer Science, Data Structures and Algorithms
Lower Bounds for Modern Parallel Computation
Computer Science, Computer Vision and Pattern Recognition
Comparing Singular Values for Dominant Terms in Shifted Convolutional Neural Networks
Computer Science, Machine Learning
Improving Clustering Efficiency through Alternative Decoding
Generative Models for Music Composition: A Focus on Context-Aware Audio Generation
Computer Science, Machine Learning
Efficient Deep Neural Network Compression Techniques for Distributed Learning Systems
Computer Science, Machine Learning
Compact Neural Networks: Techniques for Shrinking Large Models
Computation and Language, Computer Science
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences.
Computer Science, Computer Vision and Pattern Recognition
Pruning Neural Networks: A Comprehensive Review and Future Directions
Computer Science, Machine Learning
Learning from Activation Outliers in Large Language Models
Instrumentation and Methods for Astrophysics, Physics
Alleviating the Limitations of Neural Density Estimation: A New Framework for Inference
Mathematics, Numerical Analysis
Comparing Compress-and-Restart Strategies for Large-Scale Linear Systems
Computer Science, Machine Learning
Reducing Redundancy in Sub-Networks via Information Bottleneck
Computer Science, Machine Learning
Precise Neural Network Pruning and Quantization for Efficient Inference
Computation and Language, Computer Science
Understanding the Impact of Compression Techniques on Language Models’ Performance
Computer Science, Information Theory