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Data Compression

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Showing 351–400 of 459 papers

TitleStatusHype
Lookahead optimizer improves the performance of Convolutional Autoencoders for reconstruction of natural images—0
HM-ANN: Efficient Billion-Point Nearest Neighbor Search on Heterogeneous Memory—0
A New Approach of Data Pre-processing for Data Compression in Smart Grids—0
Maximum Likelihood Estimation in Data-Driven Modeling and Control—0
Distance Invariant Sparse Autoencoder for Wireless Signal Strength Mapping—0
Regularized Compression of MRI Data: Modular Optimization of Joint Reconstruction and Coding—0
Low-Rank and Sparse Enhanced Tucker Decomposition for Tensor Completion—0
Quantifying the effect of image compression on supervised learning applications in optical microscopy—0
Analog vs. Digital Spatial Transforms: A Throughput, Power, and Area Comparison—0
An Energy-efficient Wireless Neural Recording System with Compressed Sensing and Encryption—0
Deep data compression for approximate ultrasonic image formation—0
Adaptive Subband Compression for Streaming of Continuous Point-on-Wave and PMU Data—0
Exposing Deep-faked Videos by Anomalous Co-motion Pattern Detection—0
Artificial Intelligence in the Creative Industries: A Review—0
A Quick Review on Recent Trends in 3D Point Cloud Data Compression Techniques and the Challenges of Direct Processing in 3D Compressed Domain—0
Compressive dual-comb spectroscopy—0
BETULA: Numerically Stable CF-Trees for BIRCH Clustering—0
A Multiparametric Class of Low-complexity Transforms for Image and Video Coding—0
Compressed-Domain Detection and Estimation for Colocated MIMO Radar—0
Physically interpretable machine learning algorithm on multidimensional non-linear fields—0
Task-Oriented Data Compression for Multi-Agent Communications Over Bit-Budgeted Channels—0
Dynamic Compression Ratio Selection for Edge Inference Systems with Hard Deadlines—0
On compression rate of quantum autoencoders: Control design, numerical and experimental realization—0
The optimal transport paradigm enables data compression in data-driven robust control—0
Regularized L21-Based Semi-NonNegative Matrix Factorization—0
Efficient Privacy Preserving Edge Computing Framework for Image Classification—0
Active Training of Physics-Informed Neural Networks to Aggregate and Interpolate Parametric Solutions to the Navier-Stokes Equations—0
Edge Computing For Smart Health: Context-aware Approaches, Opportunities, and Challenges—0
Characterizing Generalized Rate-Distortion Performance of Video Coding: An Eigen Analysis Approach—0
Feedback Recurrent Autoencoder for Video Compression—0
Recovering compressed images for automatic crack segmentation using generative models—0
Fine-grain atlases of functional modes for fMRI analysis—0
Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks—0
Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding—0
On the approximation of rough functions with deep neural networks—0
CORAD: Correlation-Aware Compression of Massive Time Series using Sparse Dictionary CodingCode0
Matrix sketching for supervised classification with imbalanced classes—0
Random Projections with Asymmetric Quantization—0
Flatsomatic: A Method for Compression of Somatic Mutation Profiles in Cancer—0
Enumerative Data Compression with Non-Uniquely Decodable Codes—0
Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product SearchCode0
Compressed Underwater Acoustic Communications for Dynamic Interaction with Underwater Vehicles—0
LFZip: Lossy compression of multivariate floating-point time series data via improved predictionCode0
Parametric context adaptive Laplace distribution for multimedia compression—0
Lossless Data Compression with Transformer—0
QuicK-means: Acceleration of K-means by learning a fast transform—0
Pareto-optimal data compression for binary classification tasksCode0
An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning—0
Minimum Description Length Revisited—0
An Interpretable Compression and Classification System: Theory and Applications—0
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