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Data Compression

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TitleStatusHype
Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio NetworksCode0
Scaling Training Data with Lossy Image CompressionCode0
Accelerating the Low-Rank Decomposed Models—0
Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law—0
Enhancing Electrocardiogram Signal Analysis Using NLP-Inspired Techniques: A Novel Approach with Embedding and Self-Attention—0
Neural-based Video Compression on Solar Dynamics Observatory Images—0
CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data—0
Using Low-Discrepancy Points for Data Compression in Machine Learning: An Experimental Comparison—0
KeyVideoLLM: Towards Large-scale Video Keyframe Selection—0
An AI-based, Error-bounded Compression Scheme for High-frequency Power Quality Disturbance Data—0
Ranking LLMs by compression—0
Measuring Sample Importance in Data Pruning for Language Models based on Information Entropy—0
Learned Image Compression for HE-stained Histopathological Images via Stain Deconvolution—0
Deep Generative Modeling Reshapes Compression and Transmission: From Efficiency to Resiliency—0
A 7K Parameter Model for Underwater Image Enhancement based on Transmission Map PriorCode0
SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing—0
Sparse L^1-Autoencoders for Scientific Data Compression—0
"Turing Tests" For An AI Scientist—0
Efficient Learned Wavelet Image and Video Coding—0
Effective In-Context Example Selection through Data Compression—0
Goal-oriented compression for L_p-norm-type goal functions: Application to power consumption scheduling—0
Some Notes on the Sample Complexity of Approximate Channel Simulation—0
PointCompress3D: A Point Cloud Compression Framework for Roadside LiDARs in Intelligent Transportation Systems—0
Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression—0
Quantization of Large Language Models with an Overdetermined Basis—0
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