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Data Compression

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Showing 251–275 of 459 papers

TitleStatusHype
Cluster Purging: Efficient Outlier Detection based on Rate-Distortion Theory—0
Breaking the Communication-Privacy-Accuracy Tradeoff with f-Differential Privacy—0
Trading Information between Latents in Hierarchical Variational AutoencodersCode0
Graph-Based Compensated Wavelet Lifting for Scalable Lossless Coding of Dynamic Medical Data—0
Modality-Agnostic Variational Compression of Implicit Neural Representations—0
An Energy-Efficient Reconfigurable Autoencoder Implementation on FPGA—0
Graph-based compensated wavelet lifting for 3-D+t medical CT data—0
Fundamental Limits of Two-layer Autoencoders, and Achieving Them with Gradient Methods—0
GeneFormer: Learned Gene Compression using Transformer-based Context Modeling—0
Towards Efficient and Accurate Approximation: Tensor Decomposition Based on Randomized Block Krylov Iteration—0
CNeRV: Content-adaptive Neural Representation for Visual Data—0
Fully Digital Second-order Level-crossing Sampling ADC for Data Saving in Sensing Sparse Signals—0
Dynamic Predictive Sampling Analog to Digital Converter for Sparse Signal Sensing—0
Squeeze flow of micro-droplets: convolutional neural network with trainable and tunable refinementCode0
Goal-Oriented Communications for the IoT and Application to Data Compression—0
QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data CompressionCode0
Spiking sampling network for image sparse representation and dynamic vision sensor data compression—0
Efficient Compressed Ratio Estimation Using Online Sequential Learning for Edge Computing—0
Optimal Compression for Minimizing Classification Error Probability: an Information-Theoretic Approach—0
A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network—0
Multi-rate adaptive transform coding for video compression—0
Are Deep Sequence Classifiers Good at Non-Trivial Generalization?—0
Compressive Sensing of ECG Signals using Plug-and-Play Regularization—0
GOLLIC: Learning Global Context beyond Patches for Lossless High-Resolution Image Compression—0
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly DetectionCode0
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